{
  "cards": [
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Affirm 把分期贷款能力嵌入商户结账环节，消费者可以在购物时选择按月或分期偿还，商户获得更高转化和客单。收入一部分来自商户支付的服务费，一部分来自部分贷款收取的利息和网络相关收费。关键产品包括结账分期产品、商户接入接口、Affirm App、虚拟卡和面向零售商的促销分期方案。行业地位：Affirm 是美国 BNPL 赛道的头部平台之一，优势在商户网络、风控模型、透明分期体验和与大型零售商的深度合作。竞争来自 Klarna、Afterpay、PayPal、传统信用卡分期和银行消费贷，关键经营变量包括商户拓展、重复使用频率、资金成本、坏账表现、监管边界以及大额消费场景渗透。",
      "core_catalyst": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
      "evidence_summary": "AFRM moved +14.1% in the latest session, +14.0% relative to benchmark, with volume at 1.6x its 20-day average. Reliable catalyst source: E0794.",
      "facts": [
        {
          "claim": "AFRM moved +14.1% in the latest session, +14.0% relative to benchmark, with volume at 1.6x its 20-day average.",
          "source_id": "E0170",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
          "source_id": "E0794",
          "timestamp": "2026-08-28T13:38:13+00:00"
        },
        {
          "claim": "Oppenheimer Adjusts Affirm Price Target to $104 From $100, Maintains Outperform Rating",
          "source_id": "E0795",
          "timestamp": "2026-08-28T13:03:43+00:00"
        },
        {
          "claim": "BofA Securities Adjusts Affirm Price Target to $104 From $93, Maintains Buy Rating",
          "source_id": "E0796",
          "timestamp": "2026-08-28T12:53:36+00:00"
        },
        {
          "claim": "PayPal Sinks 15% as Stripe and Advent Abandon $50B Buyout, Affirm Soars 13% on ‘Most Profitable Quarter Ever’",
          "source_id": "E0797",
          "timestamp": "2026-08-28T12:47:47+00:00"
        },
        {
          "claim": "AFRM fundamentals snapshot: PE 15.24; market cap/assets $29.22B; revenue scale $4.26B; revenue QoQ n/a; revenue YoY n/a; gross margin 50.52%; net margin 138.65%; ROIC 1.18%.",
          "source_id": "E1112",
          "timestamp": "2026-08-28T13:41:21.695690+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Affirm Holdings, Inc. operates payment network in the United States, Canada, and internationally. Its platform offers pay-over-time solutions at checkout for both consumers and merchants. The company’s commerce platform, agreements with originating banks, and capital markets par...",
        "gross_margin": "50.52%",
        "health_score": null,
        "market_cap": "$29.22B",
        "name": "Affirm Holdings, Inc.",
        "net_margin": "138.65%",
        "pe_ratio": "15.24",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.26B",
        "roic": "1.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/afrm/",
        "ticker": "AFRM",
        "timestamp": "2026-08-28T13:41:21.695690+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +14.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 77.49 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AFRM",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 87.39,
        "previous_close": 77.49,
        "change": 9.900000000000006,
        "change_pct": 0.12775842044134733,
        "change_5d_pct": 0.1344930726324709,
        "change_20d_pct": 0.2220668072910592,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AFRM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 69,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 9
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0170",
        "E0794",
        "E0795",
        "E0796",
        "E0797",
        "E1112"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "AFRM",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：PayPal Holdings主要经营数字支付、商户收单、P2P转账和消费者支付服务，覆盖PayPal、Venmo等平台。行业地位：PayPal Holdings是信贷与支付金融赛道的重要公司，可比/竞争公司包括Capital One Financial、Synchrony Financial、SoFi Technologies、OneMain Holdings。关键变量主要是消费支出、信用损失、资金成本、交易量、监管费率和客户获取成本。",
      "core_catalyst": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
      "evidence_summary": "PYPL moved -12.8% in the latest session, -12.9% relative to benchmark, with volume at 1.0x its 20-day average. Reliable catalyst source: E0650.",
      "facts": [
        {
          "claim": "PYPL moved -12.8% in the latest session, -12.9% relative to benchmark, with volume at 1.0x its 20-day average.",
          "source_id": "E0111",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
          "source_id": "E0650",
          "timestamp": "2026-08-28T13:26:38+00:00"
        },
        {
          "claim": "PayPal Sinks 15% as Stripe and Advent Abandon $50B Buyout, Affirm Soars 13% on ‘Most Profitable Quarter Ever’",
          "source_id": "E0651",
          "timestamp": "2026-08-28T12:47:47+00:00"
        },
        {
          "claim": "Dow Jones Futures: Fed Chief Warsh Speech Due; Marvell, Affirm, PayPal, Elastic Are Big Movers",
          "source_id": "E0652",
          "timestamp": "2026-08-28T12:15:25+00:00"
        },
        {
          "claim": "PayPal Stock Drops 14% on Bid Collapse. 2 Reasons to Believe It Can Come Back.",
          "source_id": "E0653",
          "timestamp": "2026-08-28T12:25:00+00:00"
        },
        {
          "claim": "PYPL fundamentals snapshot: PE 11.19; market cap/assets $54.83B; revenue scale $34.13B; revenue QoQ 3.94%; revenue YoY 5.69%; gross margin 44.92%; net margin 12.72%; ROIC 7.75%; engine score health 61.43 / valuation 60.00.",
          "source_id": "E1113",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "PayPal Holdings, Inc. operates a technology platform that enables digital payments for merchants and consumers worldwide. The company operates a two-sided network at scale that connects merchants and consumers that enables its customers to connect, transact, and send and receive...",
        "gross_margin": "44.92%",
        "health_score": "61.43",
        "market_cap": "$54.83B",
        "name": "PayPal Holdings, Inc.",
        "net_margin": "12.72%",
        "pe_ratio": "11.19",
        "revenue_growth_qoq": "3.94%",
        "revenue_growth_yoy": "5.69%",
        "revenue_scale": "$34.13B",
        "roic": "7.75%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pypl/",
        "ticker": "PYPL",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -12.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 61.47 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "PYPL",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 54.13,
        "previous_close": 61.47,
        "change": -7.339999999999996,
        "change_pct": -0.1194078412233609,
        "change_5d_pct": -0.1205523855245283,
        "change_20d_pct": -0.0538367266869717,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PYPL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_geopolitics",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 67,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 7
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0111",
        "E0650",
        "E0651",
        "E0652",
        "E0653",
        "E1113"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "PYPL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "S",
      "business_summary": "业务：Solstice Advanced Materials主要经营特种化学品、添加剂、涂料、材料配方或工业解决方案，服务制造、建筑、消费品和电子等终端市场。行业地位：Solstice Advanced Materials是特种化学品赛道的重要参与者，可比/竞争公司包括The Sherwin-Williams、Ecolab、Sociedad Química y Minera de Chile、LyondellBasell Industries。关键变量主要是配方认证、原料成本、终端需求、价格传导、新品效率、库存去化和并购整合。",
      "core_catalyst": "Solstice Stock Jumps After Calling Off a Major Acquisition",
      "evidence_summary": "SOLS moved +18.0% in the latest session, +17.8% relative to benchmark, with volume at 1.1x its 20-day average. Reliable catalyst source: E0944.",
      "facts": [
        {
          "claim": "SOLS moved +18.0% in the latest session, +17.8% relative to benchmark, with volume at 1.1x its 20-day average.",
          "source_id": "E0246",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Solstice Stock Jumps After Calling Off a Major Acquisition",
          "source_id": "E0944",
          "timestamp": "2026-08-28T10:53:00+00:00"
        },
        {
          "claim": "Solstice Scraps Element Deal and Launches $500 Million Buyback",
          "source_id": "E0945",
          "timestamp": "2026-08-28T02:01:53+00:00"
        },
        {
          "claim": "Solstice Advanced Materials, Element Solutions Cancel Deal After Shareholder Feedback",
          "source_id": "E0946",
          "timestamp": "2026-08-27T23:09:00+00:00"
        },
        {
          "claim": "Solstice Advanced Materials Terminates Element Solutions Merger",
          "source_id": "E0947",
          "timestamp": "2026-08-27T21:23:04+00:00"
        },
        {
          "claim": "SOLS fundamentals snapshot: PE 50.43; market cap/assets $10.51B; revenue scale $4.10B; revenue QoQ n/a; revenue YoY n/a; gross margin 32.23%; net margin 10.37%; ROIC 5.18%.",
          "source_id": "E1114",
          "timestamp": "2026-08-28T13:41:21.691279+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Solstice Advanced Materials, Inc. operates as a specialty chemicals and advanced materials company in the United States and internationally. It operates in two segments: Refrigerants & Applied Solutions (RAS), and Electronic & Specialty Materials (ESM). The RAS segment manufactu...",
        "gross_margin": "32.23%",
        "health_score": null,
        "market_cap": "$10.51B",
        "name": "Solstice Advanced Materials Inc.",
        "net_margin": "10.37%",
        "pe_ratio": "50.43",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.10B",
        "roic": "5.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sols/",
        "ticker": "SOLS",
        "timestamp": "2026-08-28T13:41:21.691279+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +17.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 56.34 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SOLS",
        "timestamp": "2026-08-28T13:41:44+00:00",
        "price": 66.29,
        "previous_close": 56.34,
        "change": 9.950000000000003,
        "change_pct": 0.1766063187788427,
        "change_5d_pct": 0.18037749608460318,
        "change_20d_pct": 0.101711850046446,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SOLS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_mna"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 62,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0246",
        "E0944",
        "E0945",
        "E0946",
        "E0947",
        "E1114"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "SOLS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
      "evidence_summary": "MRVL moved -5.4% in the latest session, -5.6% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E0436.",
      "facts": [
        {
          "claim": "MRVL moved -5.4% in the latest session, -5.6% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0038",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
          "source_id": "E0436",
          "timestamp": "2026-08-28T13:38:13+00:00"
        },
        {
          "claim": "Oppenheimer Adjusts Price Target on Marvell Technology to $325 From $300, Maintains Outperform Rating",
          "source_id": "E0437",
          "timestamp": "2026-08-28T13:03:23+00:00"
        },
        {
          "claim": "Update: Marvell Technology Shares Fall Pre-Bell on Google Deal Concerns Despite Fiscal Q2 Results Beat",
          "source_id": "E0438",
          "timestamp": "2026-08-28T12:49:20+00:00"
        },
        {
          "claim": "Marvell Falls 7% as Google AI Payoff Lands in Fiscal 2029, Intel Slips, NVIDIA Barely Budges",
          "source_id": "E0439",
          "timestamp": "2026-08-28T12:59:27+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 83.60; market cap/assets $211.22B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 44.50 / valuation 14.29.",
          "source_id": "E1115",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "44.50",
        "market_cap": "$211.22B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "83.60",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 241.45 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MRVL",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 227.36,
        "previous_close": 241.45,
        "change": -14.089999999999975,
        "change_pct": -0.058355767239594014,
        "change_5d_pct": -0.040836962370514485,
        "change_20d_pct": 0.2121987788412758,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 7
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0038",
        "E0436",
        "E0437",
        "E0438",
        "E0439",
        "E1115"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "MRVL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Elastic主要提供搜索、日志、可观测性和安全分析软件，收入来自订阅和云服务。行业地位：Elastic是应用软件赛道的重要参与者，可比/竞争公司包括Shopify、ServiceNow、Strategy、Datadog。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Oppenheimer Adjusts Price Target on Elastic to $118 From $100, Maintains Outperform Rating",
      "evidence_summary": "ESTC moved +21.3% in the latest session, +21.1% relative to benchmark, with volume at 0.6x its 20-day average. Reliable catalyst source: E1103.",
      "facts": [
        {
          "claim": "ESTC moved +21.3% in the latest session, +21.1% relative to benchmark, with volume at 0.6x its 20-day average.",
          "source_id": "E0345",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Oppenheimer Adjusts Price Target on Elastic to $118 From $100, Maintains Outperform Rating",
          "source_id": "E1103",
          "timestamp": "2026-08-28T13:03:36+00:00"
        },
        {
          "claim": "Dow Jones Futures: Fed Chief Warsh Speech Due; Marvell, Affirm, PayPal, Elastic Are Big Movers",
          "source_id": "E1104",
          "timestamp": "2026-08-28T12:15:25+00:00"
        },
        {
          "claim": "RBC Raises Price Target on Elastic to $120 From $100, Keeps Buy Rating",
          "source_id": "E1105",
          "timestamp": "2026-08-28T11:11:50+00:00"
        },
        {
          "claim": "Marvell, PayPal, Elastic, Autodesk, Gap, Workday, and More Stocks That Explain Today’s Market",
          "source_id": "E1106",
          "timestamp": "2026-08-28T11:40:00+00:00"
        },
        {
          "claim": "ESTC fundamentals snapshot: PE 29.13; market cap/assets $10.71B; revenue scale $1.80B; revenue QoQ n/a; revenue YoY n/a; gross margin 74.50%; net margin -3.50%; ROIC -0.79%.",
          "source_id": "E1116",
          "timestamp": "2026-08-28T13:41:21.693739+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Elastic N.V., a search artificial intelligence (AI) company, provides software platforms to run in hybrid, public or private clouds, and multi-cloud environments in the United States and internationally. It primarily offers Elasticsearch Platform, a set of software products that...",
        "gross_margin": "74.50%",
        "health_score": null,
        "market_cap": "$10.71B",
        "name": "Elastic N.V.",
        "net_margin": "-3.50%",
        "pe_ratio": "29.13",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.80B",
        "roic": "-0.79%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/estc/",
        "ticker": "ESTC",
        "timestamp": "2026-08-28T13:41:21.693739+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +21.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 83.74 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ESTC",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 100.955,
        "previous_close": 83.74,
        "change": 17.215000000000003,
        "change_pct": 0.20557678528779566,
        "change_5d_pct": 0.17471488401261048,
        "change_20d_pct": 0.5345037026162016,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ESTC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 20,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 58,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0345",
        "E1103",
        "E1104",
        "E1105",
        "E1106",
        "E1116"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "ESTC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：IREN主要经营投行、券商、交易平台、做市、财富顾问、数字资产或资本市场基础设施服务。行业地位：IREN是资本市场服务赛道的重要参与者，可比/竞争公司包括Raymond James Financial、Circle Internet Group、LPL Financial Holdings、Tradeweb Markets。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "IREN Eyes $4 Billion ARR as AI Cloud Business Replaces Bitcoin Mining",
      "evidence_summary": "IREN moved -6.6% in the latest session, -6.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0854.",
      "facts": [
        {
          "claim": "IREN moved -6.6% in the latest session, -6.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0197",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "IREN Eyes $4 Billion ARR as AI Cloud Business Replaces Bitcoin Mining",
          "source_id": "E0854",
          "timestamp": "2026-08-28T11:52:28+00:00"
        },
        {
          "claim": "Iren Shares Drop Pre-Bell Following Decline in Q4 Revenue",
          "source_id": "E0855",
          "timestamp": "2026-08-28T09:33:32+00:00"
        },
        {
          "claim": "IREN Falls 6% as $639M Mining Rig Writedown Overshadows AI Cloud Growth, TeraWulf Eases",
          "source_id": "E0856",
          "timestamp": "2026-08-28T13:04:59+00:00"
        },
        {
          "claim": "IREN Stock Plunges on $639 Million Impairment Charge",
          "source_id": "E0857",
          "timestamp": "2026-08-28T12:09:38+00:00"
        },
        {
          "claim": "IREN fundamentals snapshot: PE n/a; market cap/assets $13.54B; revenue scale $707.00M; revenue QoQ n/a; revenue YoY n/a; gross margin 75.73%; net margin -498.54%; ROIC -2.80%.",
          "source_id": "E1117",
          "timestamp": "2026-08-28T13:41:21.690973+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IREN Limited operates as a vertically integrated AI cloud services platform in Australia and Canada. It develops, owns, and operate data centers, including the associated land, grid connections, and substations, as well as buildings and cooling. The company also owns and operate...",
        "gross_margin": "75.73%",
        "health_score": null,
        "market_cap": "$13.54B",
        "name": "IREN Limited",
        "net_margin": "-498.54%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$707.00M",
        "roic": "-2.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/",
        "ticker": "IREN",
        "timestamp": "2026-08-28T13:41:21.690973+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 40.53 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "IREN",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 37.83,
        "previous_close": 40.53,
        "change": -2.700000000000003,
        "change_pct": -0.06661732050333091,
        "change_5d_pct": -0.09670489409797678,
        "change_20d_pct": 0.027989151747105367,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IREN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0197",
        "E0854",
        "E0855",
        "E0856",
        "E0857",
        "E1117"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "IREN",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：赛富时为企业提供销售、客服、营销、商务、电商、数据管理、应用集成和协作软件。核心产品包括 Sales Cloud、Service Cloud、Marketing Cloud、Commerce Cloud、Data Cloud、Tableau、MuleSoft 和 Slack，收入以订阅软件和专业服务为主，客户包括大型企业、中型企业、政府和非营利组织。行业地位：赛富时是全球 CRM 软件龙头，客户数据、应用生态和企业销售渠道构成护城河。影响经营和股价的变量包括企业 IT 预算周期、续约率和席位扩张、Data Cloud 与 AI Agent 的付费转化、Slack 与 Tableau 的整合效果、销售效率、利润率改善空间以及微软、甲骨文、Adobe 等厂商的竞争。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-08-26",
      "evidence_summary": "CRM moved +2.1% in the latest session, +1.9% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0407.",
      "facts": [
        {
          "claim": "CRM moved +2.1% in the latest session, +1.9% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0031",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-08-26",
          "source_id": "E0407",
          "timestamp": "2026-08-26T20:03:53+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-07-31",
          "source_id": "E0408",
          "timestamp": "2026-08-26T18:54:46+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-22",
          "source_id": "E0409",
          "timestamp": "2026-08-25T00:12:56+00:00"
        },
        {
          "claim": "AI Isn’t Eating SaaS: Why Salesforce and ServiceNow Finally Exploded Upward",
          "source_id": "E0410",
          "timestamp": "2026-08-28T13:24:45+00:00"
        },
        {
          "claim": "Salesforce is surging again — but the best software setups may be elsewhere: One Big Investment Idea",
          "source_id": "E0411",
          "timestamp": "2026-08-28T11:00:00+00:00"
        },
        {
          "claim": "Value Growth Investors Should Do This With Salesforce",
          "source_id": "E0412",
          "timestamp": "2026-08-28T12:20:55+00:00"
        },
        {
          "claim": "CRM fundamentals snapshot: PE 21.47; market cap/assets $207.44B; revenue scale $43.94B; revenue QoQ 1.90%; revenue YoY 11.23%; gross margin 76.65%; net margin 31.08%; ROIC 8.57%; engine score health 40.83 / valuation 75.00.",
          "source_id": "E1118",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Salesforce, Inc. provides customer relationship management technology services that connect companies and customers together in the United States, Europe, and the Asia Pacific. The company offers Agentforce, which enables customers to build, deploy, and manage enterprise-grade,...",
        "gross_margin": "76.65%",
        "health_score": "40.83",
        "market_cap": "$207.44B",
        "name": "Salesforce, Inc.",
        "net_margin": "31.08%",
        "pe_ratio": "21.47",
        "revenue_growth_qoq": "1.90%",
        "revenue_growth_yoy": "11.23%",
        "revenue_scale": "$43.94B",
        "roic": "8.57%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/",
        "ticker": "CRM",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +1.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 252.05 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRM",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 256.705,
        "previous_close": 252.1,
        "change": 4.60499999999999,
        "change_pct": 0.018266560888536176,
        "change_5d_pct": 0.22725535328762092,
        "change_20d_pct": 0.3949842084555182,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 12,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0031",
        "E0407",
        "E0408",
        "E0409",
        "E0410",
        "E0411",
        "E0412",
        "E1118"
      ],
      "stage": "late",
      "theme": "geopolitical risk",
      "ticker": "CRM",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：BioNTech主要开发mRNA、免疫肿瘤和传染病疫苗/疗法，收入来自产品销售、合作和研发管线。行业地位：BioNTech是生物科技赛道的重要公司，可比/竞争公司包括Vertex Pharmaceuticals、Revolution Medicines、Insmed、United Therapeutics。关键变量主要是临床数据、监管审批、管线进展、商业化放量、专利周期和研发费用。",
      "core_catalyst": "Pfizer and BioNTech Receive U.S. FDA Approval for XFG-adapted COVID-19 Vaccine",
      "evidence_summary": "BNTX moved -9.6% in the latest session, -9.8% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E0776.",
      "facts": [
        {
          "claim": "BNTX moved -9.6% in the latest session, -9.8% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0163",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Pfizer and BioNTech Receive U.S. FDA Approval for XFG-adapted COVID-19 Vaccine",
          "source_id": "E0776",
          "timestamp": "2026-08-27T20:30:00+00:00"
        },
        {
          "claim": "Moderna Drops 7% Despite a Fresh Wolfe Research Upgrade, BioNTech Slips",
          "source_id": "E0777",
          "timestamp": "2026-08-26T15:25:38+00:00"
        },
        {
          "claim": "BioNTech (BNTX) Rallied on Moderna’s Win. Does a Competitor’s Success Validate its Oncology Pipeline?",
          "source_id": "E0778",
          "timestamp": "2026-08-27T21:52:43+00:00"
        },
        {
          "claim": "Pfizer, BioNTech Get US FDA Clearance for COVID-19 Vaccine Targeting XFG Variant",
          "source_id": "E0779",
          "timestamp": "2026-08-27T21:02:02+00:00"
        },
        {
          "claim": "BNTX fundamentals snapshot: PE n/a; market cap/assets $25.43B; revenue scale $3.03B; revenue QoQ n/a; revenue YoY n/a; gross margin 8.14%; net margin -777.27%; ROIC -17.20%.",
          "source_id": "E1119",
          "timestamp": "2026-08-28T13:41:21.691623+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "BioNTech SE, together with its subsidiaries, engages in the development and commercialization of immunotherapies in Germany. The company offers BNT162, an mRNA vaccine for the treatment of SARS-CoV-2 virus. It also develops oncology drugs under Phase III clinical trial, includin...",
        "gross_margin": "8.14%",
        "health_score": null,
        "market_cap": "$25.43B",
        "name": "BioNTech SE",
        "net_margin": "-777.27%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.03B",
        "roic": "-17.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bntx/",
        "ticker": "BNTX",
        "timestamp": "2026-08-28T13:41:21.691623+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -9.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 111.40 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "BNTX",
        "timestamp": "2026-08-28T13:41:45+00:00",
        "price": 101.32,
        "previous_close": 111.4,
        "change": -10.080000000000013,
        "change_pct": -0.09048473967684034,
        "change_5d_pct": -0.13082267937503766,
        "change_20d_pct": 0.11856919796686483,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BNTX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0163",
        "E0776",
        "E0777",
        "E0778",
        "E0779",
        "E1119"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "BNTX",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：The Gap主要经营服装、运动休闲、折扣服饰或生活方式零售门店与电商渠道。行业地位：The Gap是服装零售赛道的重要参与者，可比/竞争公司包括Burlington Stores、Lululemon Athletica、On Holding AG、Boot Barn Holdings。关键变量主要是同店销售、库存管理、折扣率、客流、品牌热度、租金和工资成本。",
      "core_catalyst": "UBS Adjusts Gap Price Target to $42 From $40, Maintains Buy Rating",
      "evidence_summary": "GAP moved +17.4% in the latest session, +17.3% relative to benchmark, with volume at 0.8x its 20-day average. Reliable catalyst source: E1049.",
      "facts": [
        {
          "claim": "GAP moved +17.4% in the latest session, +17.3% relative to benchmark, with volume at 0.8x its 20-day average.",
          "source_id": "E0294",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "UBS Adjusts Gap Price Target to $42 From $40, Maintains Buy Rating",
          "source_id": "E1049",
          "timestamp": "2026-08-28T13:33:24+00:00"
        },
        {
          "claim": "BofA Adjusts Price Target on Gap to $27 From $26, Keeps Neutral Rating",
          "source_id": "E1050",
          "timestamp": "2026-08-28T12:52:26+00:00"
        },
        {
          "claim": "Gap cuts full-year sales outlook after Old Navy Q2 miss",
          "source_id": "E1051",
          "timestamp": "2026-08-28T11:20:19+00:00"
        },
        {
          "claim": "Marvell, PayPal, Elastic, Autodesk, Gap, Workday, and More Stocks That Explain Today’s Market",
          "source_id": "E1052",
          "timestamp": "2026-08-28T11:40:00+00:00"
        },
        {
          "claim": "GAP fundamentals snapshot: PE 7.45; market cap/assets $8.75B; revenue scale $15.33B; revenue QoQ n/a; revenue YoY n/a; gross margin 52.84%; net margin 13.72%; ROIC 7.16%.",
          "source_id": "E1120",
          "timestamp": "2026-08-28T13:41:26.160153+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "The Gap, Inc. operates as an apparel retail company in the United States, Canada, Japan, Taiwan, and internationally. The company offers apparel, accessories, and personal care products for men, women, and children under the Old Navy, Gap, Banana Republic, and Athleta brands. Th...",
        "gross_margin": "52.84%",
        "health_score": null,
        "market_cap": "$8.75B",
        "name": "The Gap, Inc.",
        "net_margin": "13.72%",
        "pe_ratio": "7.45",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$15.33B",
        "roic": "7.16%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gap/",
        "ticker": "GAP",
        "timestamp": "2026-08-28T13:41:26.160153+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +17.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 20.79 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "GAP",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 24.335,
        "previous_close": 20.825,
        "change": 3.5100000000000016,
        "change_pct": 0.16854741896758707,
        "change_5d_pct": 0.2290404513981541,
        "change_20d_pct": 0.21129914460778587,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GAP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0294",
        "E1049",
        "E1050",
        "E1051",
        "E1052",
        "E1120"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "GAP",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Moderna主要开发mRNA疫苗和治疗平台，覆盖呼吸道病毒、肿瘤和罕见病等方向。行业地位：Moderna是生物科技赛道的重要参与者，可比/竞争公司包括Vertex Pharmaceuticals、Revolution Medicines、Insmed、United Therapeutics。关键变量主要是临床数据、监管审批、管线进展、商业化放量、专利周期和研发费用。",
      "core_catalyst": "Argus Research Upgrades Moderna to Buy From Hold, $180 Price Target",
      "evidence_summary": "MRNA moved -4.0% in the latest session, -4.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0842.",
      "facts": [
        {
          "claim": "MRNA moved -4.0% in the latest session, -4.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0193",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Argus Research Upgrades Moderna to Buy From Hold, $180 Price Target",
          "source_id": "E0842",
          "timestamp": "2026-08-28T12:20:32+00:00"
        },
        {
          "claim": "Moderna Prices $2.6 Billion Convertible Notes due 2032",
          "source_id": "E0843",
          "timestamp": "2026-08-28T11:23:10+00:00"
        },
        {
          "claim": "Moderna Announces Pricing of Upsized $2.6 Billion Offering of Convertible Senior Notes",
          "source_id": "E0844",
          "timestamp": "2026-08-28T11:00:00+00:00"
        },
        {
          "claim": "Tempus AI (TEM) Jumped on Moderna’s Melanoma Win. Did its $1.5B Personalis Acquisition Just Get Validated?",
          "source_id": "E0845",
          "timestamp": "2026-08-27T22:01:04+00:00"
        },
        {
          "claim": "MRNA fundamentals snapshot: PE n/a; market cap/assets $56.97B; revenue scale $2.23B; revenue QoQ -62.72%; revenue YoY -27.19%; gross margin 35.86%; net margin -539.31%; ROIC -30.29%; engine score health 17.14 / valuation 75.00.",
          "source_id": "E1121",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Moderna, Inc., a biotechnology company, provides messenger RNA medicines in the United States, Europe, and internationally. The company’s respiratory vaccines include spikevax, mNEXSPIKE, mRESVIA, COVID, RSV, seasonal influenza, combination, and pandemic influenza vaccine; laten...",
        "gross_margin": "35.86%",
        "health_score": "17.14",
        "market_cap": "$56.97B",
        "name": "Moderna, Inc.",
        "net_margin": "-539.31%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-62.72%",
        "revenue_growth_yoy": "-27.19%",
        "revenue_scale": "$2.23B",
        "roic": "-30.29%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrna/",
        "ticker": "MRNA",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 142.77 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MRNA",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 136.6,
        "previous_close": 142.77,
        "change": -6.170000000000016,
        "change_pct": -0.04321636198080836,
        "change_5d_pct": -0.05877492314356492,
        "change_20d_pct": 1.4917913309090545,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRNA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_mna"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0193",
        "E0842",
        "E0843",
        "E0844",
        "E0845",
        "E1121"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "MRNA",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Rubrik主要提供云数据保护、备份恢复、勒索软件恢复和数据安全平台。行业地位：Rubrik是基础设施软件赛道的重要参与者，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "Rubrik raises fiscal 2027 outlook after revenue increases 38%",
      "evidence_summary": "RBRK moved -5.5% in the latest session, -5.7% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E0990.",
      "facts": [
        {
          "claim": "RBRK moved -5.5% in the latest session, -5.7% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0266",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Rubrik raises fiscal 2027 outlook after revenue increases 38%",
          "source_id": "E0990",
          "timestamp": "2026-08-28T10:38:06+00:00"
        },
        {
          "claim": "Rubrik Inc (RBRK) (Q2 2027) Earnings Call Highlights: Subscription ARR Surges 33% to $1. ...",
          "source_id": "E0991",
          "timestamp": "2026-08-28T05:01:25+00:00"
        },
        {
          "claim": "Rubrik, Inc. (RBRK) Q2 Earnings: How Key Metrics Compare to Wall Street Estimates",
          "source_id": "E0992",
          "timestamp": "2026-08-27T22:00:02+00:00"
        },
        {
          "claim": "Rubrik Earnings, Revenue Handily Beat Wall Street Targets",
          "source_id": "E0993",
          "timestamp": "2026-08-27T21:47:08+00:00"
        },
        {
          "claim": "RBRK fundamentals snapshot: PE n/a; market cap/assets $20.67B; revenue scale $1.54B; revenue QoQ n/a; revenue YoY n/a; gross margin 78.44%; net margin -14.46%; ROIC n/a.",
          "source_id": "E1122",
          "timestamp": "2026-08-28T13:41:27.041049+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rubrik, Inc. provides data security solutions to individuals and businesses worldwide. The company offers enterprise data protection, unstructured data protection, cloud data protection, SaaS data protection solutions, and identity provider services protection; data threat analy...",
        "gross_margin": "78.44%",
        "health_score": null,
        "market_cap": "$20.67B",
        "name": "Rubrik, Inc.",
        "net_margin": "-14.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.54B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rbrk/",
        "ticker": "RBRK",
        "timestamp": "2026-08-28T13:41:27.041049+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 107.02 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "RBRK",
        "timestamp": "2026-08-28T13:41:44+00:00",
        "price": 98.96,
        "previous_close": 107.17,
        "change": -8.210000000000008,
        "change_pct": -0.0766072594942615,
        "change_5d_pct": -0.01128980296967852,
        "change_20d_pct": 0.3676064008468669,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RBRK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0266",
        "E0990",
        "E0991",
        "E0992",
        "E0993",
        "E1122"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "RBRK",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：CrowdStrike 通过 Falcon 云平台提供终端安全、威胁情报、云安全、身份保护和安全运营模块，收入主要来自订阅。行业地位：云原生终端安全龙头之一，增长看平台模块扩展、客户留存、事故影响修复和企业安全预算。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-25",
      "evidence_summary": "CRWD moved -4.5% in the latest session, -4.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0469.",
      "facts": [
        {
          "claim": "CRWD moved -4.5% in the latest session, -4.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0049",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-25",
          "source_id": "E0469",
          "timestamp": "2026-08-27T17:08:27+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-07-31",
          "source_id": "E0470",
          "timestamp": "2026-08-26T21:03:35+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-08-26",
          "source_id": "E0471",
          "timestamp": "2026-08-26T20:07:02+00:00"
        },
        {
          "claim": "CrowdStrike CEO George Kurtz warns AI is exposing cyber gaps",
          "source_id": "E0472",
          "timestamp": "2026-08-28T13:06:02+00:00"
        },
        {
          "claim": "Argus Lifts Price Target on CrowdStrike to $425 From $230, Keeps Buy Rating",
          "source_id": "E0473",
          "timestamp": "2026-08-28T12:20:23+00:00"
        },
        {
          "claim": "HSBC Adjusts Price Target on CrowdStrike to $245 From $192.75, Keeps Buy Rating",
          "source_id": "E0474",
          "timestamp": "2026-08-28T09:44:46+00:00"
        },
        {
          "claim": "CRWD fundamentals snapshot: PE 3992.75; market cap/assets $233.42B; revenue scale $5.40B; revenue QoQ 6.15%; revenue YoY 24.30%; gross margin 74.57%; net margin 0.36%; ROIC -0.99%; engine score health 62.67 / valuation 15.38.",
          "source_id": "E1123",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CrowdStrike Holdings, Inc. provides cybersecurity solutions in the United States and internationally. Its unified platform provides cloud-delivered protection of endpoints, cloud workloads, identity, and data through a software as a service (SaaS) subscription-based model. The c...",
        "gross_margin": "74.57%",
        "health_score": "62.67",
        "market_cap": "$233.42B",
        "name": "CrowdStrike Holdings, Inc.",
        "net_margin": "0.36%",
        "pe_ratio": "3992.75",
        "revenue_growth_qoq": "6.15%",
        "revenue_growth_yoy": "24.30%",
        "revenue_scale": "$5.40B",
        "roic": "-0.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/",
        "ticker": "CRWD",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 227.96 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CRWD",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 217.19,
        "previous_close": 227.96,
        "change": -10.77000000000001,
        "change_pct": -0.04724513072468861,
        "change_5d_pct": 0.13149259418099168,
        "change_20d_pct": 0.13795451799983072,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRWD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0049",
        "E0469",
        "E0470",
        "E0471",
        "E0472",
        "E0473",
        "E0474",
        "E1123"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "CRWD",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Klarna Group主要经营先买后付、消费者信贷、支付和商户金融科技服务。行业地位：Klarna Group是基础设施软件赛道的重要参与者，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "Klarna CEO Sebastian Siemiatkowski Acquires 692,506 Shares for $10 Million",
      "evidence_summary": "KLAR moved +6.5% in the latest session, +6.3% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1095.",
      "facts": [
        {
          "claim": "KLAR moved +6.5% in the latest session, +6.3% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0341",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Klarna CEO Sebastian Siemiatkowski Acquires 692,506 Shares for $10 Million",
          "source_id": "E1095",
          "timestamp": "2026-08-28T12:00:00+00:00"
        },
        {
          "claim": "Klarna Group Insider Bought Shares Worth $9,949,164, According to a Recent SEC Filing",
          "source_id": "E1096",
          "timestamp": "2026-08-28T11:58:31+00:00"
        },
        {
          "claim": "Klarna Beat on Earnings and Guided Lower at Once. Which Number Should Decide the Stock?",
          "source_id": "E1097",
          "timestamp": "2026-08-27T18:50:00+00:00"
        },
        {
          "claim": "Apple and New Klarna Leasing Strategy - What's Going On?",
          "source_id": "E1098",
          "timestamp": "2026-08-28T10:46:41+00:00"
        },
        {
          "claim": "KLAR fundamentals snapshot: PE n/a; market cap/assets $5.64B; revenue scale $4.04B; revenue QoQ n/a; revenue YoY n/a; gross margin 42.80%; net margin 0.38%; ROIC n/a.",
          "source_id": "E1124",
          "timestamp": "2026-08-28T13:41:27.736291+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Klarna Group plc operates as a digital bank and flexible payments provider in the United Kingdom, the United States, Germany, Sweden, and internationally. The company provides payment solutions, such as pay in full solution that settles purchases at time of the transaction; pay...",
        "gross_margin": "42.80%",
        "health_score": null,
        "market_cap": "$5.64B",
        "name": "Klarna Group plc",
        "net_margin": "0.38%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.04B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klar/",
        "ticker": "KLAR",
        "timestamp": "2026-08-28T13:41:27.736291+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 14.01 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "KLAR",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 14.84,
        "previous_close": 14.015,
        "change": 0.8249999999999993,
        "change_pct": 0.05886550124866208,
        "change_5d_pct": 0.03558967753030151,
        "change_20d_pct": -0.21647309495504286,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KLAR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 2
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0341",
        "E1095",
        "E1096",
        "E1097",
        "E1098",
        "E1124"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "KLAR",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：贝壳通过平台和直营网点连接购房者、卖房者、经纪人、开发商与装修施工方，提供二手房交易撮合、新房分销、租赁运营和整装家居服务。收入来自经纪佣金、平台服务费、新房渠道结算和家装施工回款，关键平台是贝壳线上流量入口、链家等线下门店网络、房源和交易数据系统，以及圣都等家装能力。行业地位：贝壳在中国居住服务平台里处于龙头位置，优势在于真房源和交易数据系统、线下门店组织力以及跨城市复制能力。竞争对手包括安居客、58 同城、传统中介门店体系和开发商自销渠道，关键经营变量是房地产成交量、政策松紧、经纪人活跃度、门店效率以及家装订单转化。",
      "core_catalyst": "Wall Street Analysts Predict a 27.36% Upside in KE Hodlings (BEKE): Here's  What You Should Know",
      "evidence_summary": "BEKE moved +4.4% in the latest session, +4.2% relative to benchmark, with volume at 1.2x its 20-day average. Reliable catalyst source: E0815.",
      "facts": [
        {
          "claim": "BEKE moved +4.4% in the latest session, +4.2% relative to benchmark, with volume at 1.2x its 20-day average.",
          "source_id": "E0179",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Wall Street Analysts Predict a 27.36% Upside in KE Hodlings (BEKE): Here's  What You Should Know",
          "source_id": "E0815",
          "timestamp": "2026-08-27T13:55:06+00:00"
        },
        {
          "claim": "KE Holdings (BEKE) Outruns Falling Revenue With Record Profit Margins",
          "source_id": "E0816",
          "timestamp": "2026-08-27T10:59:43+00:00"
        },
        {
          "claim": "BEKE fundamentals snapshot: PE 28.91; market cap/assets $21.13B; revenue scale $13.05B; revenue QoQ n/a; revenue YoY n/a; gross margin 28.58%; net margin 10.69%; ROIC 6.47%.",
          "source_id": "E1125",
          "timestamp": "2026-08-28T13:41:27.812837+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "KE Holdings Inc., through its subsidiaries, engages in operating an integrated online and offline platform for housing transactions and services in the People's Republic of China. The company operates through five segments: Existing Home Transaction Services, New Home Transactio...",
        "gross_margin": "28.58%",
        "health_score": null,
        "market_cap": "$21.13B",
        "name": "KE Holdings Inc.",
        "net_margin": "10.69%",
        "pe_ratio": "28.91",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$13.05B",
        "roic": "6.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/beke/",
        "ticker": "BEKE",
        "timestamp": "2026-08-28T13:41:27.812837+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 17.73 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "BEKE",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 18.575,
        "previous_close": 17.74,
        "change": 0.8350000000000009,
        "change_pct": 0.047068771138669696,
        "change_5d_pct": 0.04647887323943656,
        "change_20d_pct": 0.09587015716326963,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BEKE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0179",
        "E0815",
        "E0816",
        "E1125"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "BEKE",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：欧特克向建筑师、工程师、施工方、制造企业和数字内容团队销售设计软件与协同平台。收入大多来自订阅授权，部分来自云协作和增值模块。关键产品包括 AutoCAD、Revit、Civil 3D、Navisworks、Construction Cloud、Fusion 以及面向动画与视觉效果的 Maya 和 3ds Max。行业地位：欧特克在 CAD 和 BIM 工作流里地位很稳，很多行业文件格式和项目流程都围着它转。竞争来自 Dassault Systèmes、PTC、Bentley Systems、Trimble 及部分垂直 SaaS，关键经营变量包括订阅续费、建筑数字化投入、制造设计需求、云协作采用率以及渠道和产品升级节奏。",
      "core_catalyst": "Autodesk shares fall as fiscal 2027 earnings guidance trails expectations despite Q2 beat",
      "evidence_summary": "ADSK moved -4.5% in the latest session, -4.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0609.",
      "facts": [
        {
          "claim": "ADSK moved -4.5% in the latest session, -4.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0098",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Autodesk shares fall as fiscal 2027 earnings guidance trails expectations despite Q2 beat",
          "source_id": "E0609",
          "timestamp": "2026-08-28T10:36:05+00:00"
        },
        {
          "claim": "Loop Capital Adjusts Price Target on Autodesk to $265 From $255, Keeps Hold Rating",
          "source_id": "E0610",
          "timestamp": "2026-08-28T10:10:13+00:00"
        },
        {
          "claim": "Autodesk to present at upcoming investor conferences",
          "source_id": "E0611",
          "timestamp": "2026-08-28T12:00:00+00:00"
        },
        {
          "claim": "Marvell, PayPal, Elastic, Autodesk, Gap, Workday, and More Stocks That Explain Today’s Market",
          "source_id": "E0612",
          "timestamp": "2026-08-28T11:40:00+00:00"
        },
        {
          "claim": "ADSK fundamentals snapshot: PE 33.63; market cap/assets $54.80B; revenue scale $7.51B; revenue QoQ -1.18%; revenue YoY 18.28%; gross margin 90.95%; net margin 25.39%; ROIC 16.74%; engine score health 76.88 / valuation n/a.",
          "source_id": "E1126",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Autodesk, Inc. engages in the provision of 3D design, engineering, and entertainment technology solutions worldwide. The company offers AutoCAD Civil 3D, a surveying, design, analysis, and documentation solution; Autodesk Build, a toolset for managing, sharing, and accessing pro...",
        "gross_margin": "90.95%",
        "health_score": "76.88",
        "market_cap": "$54.80B",
        "name": "Autodesk, Inc.",
        "net_margin": "25.39%",
        "pe_ratio": "33.63",
        "revenue_growth_qoq": "-1.18%",
        "revenue_growth_yoy": "18.28%",
        "revenue_scale": "$7.51B",
        "roic": "16.74%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/adsk/",
        "ticker": "ADSK",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 270.58 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ADSK",
        "timestamp": "2026-08-28T13:41:45+00:00",
        "price": 257.985,
        "previous_close": 270.58,
        "change": -12.59499999999997,
        "change_pct": -0.04654815581343774,
        "change_5d_pct": 0.016369216164253242,
        "change_20d_pct": 0.10155851136502902,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ADSK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0098",
        "E0609",
        "E0610",
        "E0611",
        "E0612",
        "E1126"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "ADSK",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Visa 运营连接发卡行、收单行、商户、支付处理商和消费者的全球电子支付网络，处理信用卡、借记卡、预付卡、商业支付、跨境交易和实时支付相关服务。收入来自交易处理费、服务费、国际交易费、授权清算结算服务、数据分析、风控、防欺诈和发卡收单增值服务，关键资产是全球网络规则、品牌信任、银行合作关系和高可用支付基础设施。行业地位：Visa 是全球银行卡网络龙头之一，受益于现金电子化和跨境消费，但也面对监管与本地支付体系竞争。关键变量包括支付交易量、跨境旅行恢复、商户折扣费监管、发卡行激励成本、实时支付替代、网络安全、消费者支出和汇率波动。",
      "core_catalyst": "Bill Ackman Just Made His Biggest Portfolio Overhaul in Years, Adding Netflix, Visa, and Mastercard to Pershing Square. What's the Thesis Behind the Switch?",
      "evidence_summary": "V moved -0.1% in the latest session, -0.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0359.",
      "facts": [
        {
          "claim": "V moved -0.1% in the latest session, -0.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0015",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Bill Ackman Just Made His Biggest Portfolio Overhaul in Years, Adding Netflix, Visa, and Mastercard to Pershing Square. What's the Thesis Behind the Switch?",
          "source_id": "E0359",
          "timestamp": "2026-08-28T04:20:00+00:00"
        },
        {
          "claim": "Visa Expands Support for its Clients and the Industry as Organisations Navigate New AI Era of Cybersecurity",
          "source_id": "E0360",
          "timestamp": "2026-08-28T01:01:00+00:00"
        },
        {
          "claim": "Mastercard Restarts Syrian Payments After 15 Years--and Visa Arrives Too",
          "source_id": "E0361",
          "timestamp": "2026-08-27T19:28:59+00:00"
        },
        {
          "claim": "Visa Reopens Syria With One Payment and No Monopoly",
          "source_id": "E0362",
          "timestamp": "2026-08-27T19:14:42+00:00"
        },
        {
          "claim": "V fundamentals snapshot: PE 32.32; market cap/assets $695.84B; revenue scale $44.49B; revenue QoQ 3.59%; revenue YoY 14.39%; gross margin 76.46%; net margin 48.38%; ROIC 28.54%; engine score health 68.57 / valuation n/a.",
          "source_id": "E1127",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Visa Inc. operates as a payment technology company in the United States and internationally. The company operates VisaNet, a transaction processing network that enables authorization, clearing, and settlement of payment transactions. It also offers credit, debit, and prepaid car...",
        "gross_margin": "76.46%",
        "health_score": "68.57",
        "market_cap": "$695.84B",
        "name": "Visa Inc.",
        "net_margin": "48.38%",
        "pe_ratio": "32.32",
        "revenue_growth_qoq": "3.59%",
        "revenue_growth_yoy": "14.39%",
        "revenue_scale": "$44.49B",
        "roic": "28.54%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/v/",
        "ticker": "V",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 379.66 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "V",
        "timestamp": "2026-08-28T13:41:42+00:00",
        "price": 379.37,
        "previous_close": 379.62,
        "change": -0.25,
        "change_pct": -0.0006585532901322022,
        "change_5d_pct": 0.022450386112659926,
        "change_20d_pct": 0.03616200513646861,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/V?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 5,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0015",
        "E0359",
        "E0360",
        "E0361",
        "E0362",
        "E1127"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "V",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：SanDisk 聚焦闪存和存储产品，覆盖 NAND 闪存、固态硬盘、存储卡、U 盘以及企业和消费存储解决方案。行业地位：存储硬件周期股，核心受 NAND 供需、价格周期、AI/数据中心存储需求和消费电子库存影响。",
      "core_catalyst": "Palo Alto Networks CEO Nikesh Arora Warns Memory ‘Supercycle’ Will Eventually Turn Cyclical, Flagging Risk For Micron, SanDisk",
      "evidence_summary": "SNDK moved +0.2% in the latest session, +0.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0390.",
      "facts": [
        {
          "claim": "SNDK moved +0.2% in the latest session, +0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0025",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Palo Alto Networks CEO Nikesh Arora Warns Memory ‘Supercycle’ Will Eventually Turn Cyclical, Flagging Risk For Micron, SanDisk",
          "source_id": "E0390",
          "timestamp": "2026-08-28T07:27:05+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Western Digital, Sandisk and Super Micro Computer",
          "source_id": "E0391",
          "timestamp": "2026-08-28T07:15:00+00:00"
        },
        {
          "claim": "After Surging 3,110%, Has Sandisk Already Had Its \"Nvidia Moment\"?",
          "source_id": "E0392",
          "timestamp": "2026-08-28T03:20:00+00:00"
        },
        {
          "claim": "The Peer-Group Mispricing Sitting On SNDK Stock",
          "source_id": "E0393",
          "timestamp": "2026-08-28T01:19:10+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 18.96; market cap/assets $216.80B; revenue scale $20.25B; revenue QoQ 50.67%; revenue YoY 175.30%; gross margin 84.57%; net margin 77.00%; ROIC 55.05%; engine score health 80.00 / valuation 71.43.",
          "source_id": "E1128",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the Americas, Europe, the Middle East, Africa, Asia, and internationally. The company provides solid state drives for desktop and notebook PCs, gaming consoles...",
        "gross_margin": "84.57%",
        "health_score": "80.00",
        "market_cap": "$216.80B",
        "name": "Sandisk Corporation",
        "net_margin": "77.00%",
        "pe_ratio": "18.96",
        "revenue_growth_qoq": "50.67%",
        "revenue_growth_yoy": "175.30%",
        "revenue_scale": "$20.25B",
        "roic": "55.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "71.43"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1484.95 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SNDK",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 1489.8,
        "previous_close": 1484.95,
        "change": 4.849999999999909,
        "change_pct": 0.0032661032357992337,
        "change_5d_pct": -0.06658811524542818,
        "change_20d_pct": 0.22634447115406342,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNDK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 2,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0025",
        "E0390",
        "E0391",
        "E0392",
        "E0393",
        "E1128"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "SNDK",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：SentinelOne主要提供AI驱动的端点安全、云安全和威胁检测平台。行业地位：SentinelOne是基础设施软件赛道的重要参与者，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "SentinelOne Inc (S) (Q2 2027) Earnings Call Highlights: Record ARR and Operating Margin Fuel ...",
      "evidence_summary": "S moved -5.4% in the latest session, -5.5% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1099.",
      "facts": [
        {
          "claim": "S moved -5.4% in the latest session, -5.5% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0343",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SentinelOne Inc (S) (Q2 2027) Earnings Call Highlights: Record ARR and Operating Margin Fuel ...",
          "source_id": "E1099",
          "timestamp": "2026-08-28T05:01:26+00:00"
        },
        {
          "claim": "Is SentinelOne (S) Fully Valued Following The Cybersecurity Rally?",
          "source_id": "E1100",
          "timestamp": "2026-08-28T02:16:48+00:00"
        },
        {
          "claim": "ServiceNow, Zscaler, SentinelOne, Asana, and Elastic Shares Skyrocket, What You Need To Know",
          "source_id": "E1101",
          "timestamp": "2026-08-28T05:05:07+00:00"
        },
        {
          "claim": "What Is SentinelOne (S) Signaling With Its New Cyber Risk Research?",
          "source_id": "E1102",
          "timestamp": "2026-08-28T00:17:19+00:00"
        },
        {
          "claim": "S fundamentals snapshot: PE n/a; market cap/assets $7.37B; revenue scale $1.10B; revenue QoQ n/a; revenue YoY n/a; gross margin 72.07%; net margin -31.99%; ROIC n/a.",
          "source_id": "E1129",
          "timestamp": "2026-08-28T13:41:31.885579+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "SentinelOne, Inc. operates as a cybersecurity provider in the United States and internationally. The company’s Singularity Platform delivers an artificial intelligence-powered autonomous threat prevention, detection, and response capabilities across an organization’s endpoints,...",
        "gross_margin": "72.07%",
        "health_score": null,
        "market_cap": "$7.37B",
        "name": "SentinelOne, Inc.",
        "net_margin": "-31.99%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.10B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/s/",
        "ticker": "S",
        "timestamp": "2026-08-28T13:41:31.885579+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 22.71 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "S",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 21.699,
        "previous_close": 22.66,
        "change": -0.9609999999999985,
        "change_pct": -0.04240953221535737,
        "change_5d_pct": 0.024020738702875244,
        "change_20d_pct": 0.13845753452266107,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/S?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0343",
        "E1099",
        "E1100",
        "E1101",
        "E1102",
        "E1129"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "S",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Strategy主要经营企业分析软件，并持有大量比特币作为公司财务资产和资本配置核心。行业地位：Strategy是应用软件赛道的核心公司，可比/竞争公司包括Shopify、ServiceNow、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Analyst's 22% price target cut on Strategy still means 176% upside",
      "evidence_summary": "MSTR moved -1.7% in the latest session, -1.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0619.",
      "facts": [
        {
          "claim": "MSTR moved -1.7% in the latest session, -1.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0101",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Analyst's 22% price target cut on Strategy still means 176% upside",
          "source_id": "E0619",
          "timestamp": "2026-08-27T22:28:45+00:00"
        },
        {
          "claim": "MSTR Stock Hits 2-Month High With Bitcoin Back Above $80K Ahead Of Kevin Warsh’s Jackson Hole Speech",
          "source_id": "E0620",
          "timestamp": "2026-08-27T18:56:19+00:00"
        },
        {
          "claim": "Schiff Calls MSTR Death Spiral, While Saylor Rides Bulls, MSTR Hits $137",
          "source_id": "E0621",
          "timestamp": "2026-08-27T22:58:00+00:00"
        },
        {
          "claim": "Strategy (MSTR) Rallies with Bitcoin. Is the Leverage Still Worth the Complexity?",
          "source_id": "E0622",
          "timestamp": "2026-08-27T21:49:25+00:00"
        },
        {
          "claim": "MSTR fundamentals snapshot: PE n/a; market cap/assets $51.75B; revenue scale $490.47M; revenue QoQ 1.07%; revenue YoY 6.79%; gross margin 67.06%; net margin -10090.64%; ROIC 0.85%; engine score health 22.67 / valuation n/a.",
          "source_id": "E1130",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Strategy Inc, together with its subsidiaries, operates as a bitcoin treasury company in the United States, Europe, the Middle East, Africa, and internationally. It offers investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equit...",
        "gross_margin": "67.06%",
        "health_score": "22.67",
        "market_cap": "$51.75B",
        "name": "Strategy Inc",
        "net_margin": "-10090.64%",
        "pe_ratio": null,
        "revenue_growth_qoq": "1.07%",
        "revenue_growth_yoy": "6.79%",
        "revenue_scale": "$490.47M",
        "roic": "0.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/",
        "ticker": "MSTR",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 137.40 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MSTR",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 134.9,
        "previous_close": 137.4,
        "change": -2.5,
        "change_pct": -0.0181950509461426,
        "change_5d_pct": 0.13123689727463317,
        "change_20d_pct": 0.44618355237307883,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MSTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 5,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0101",
        "E0619",
        "E0620",
        "E0621",
        "E0622",
        "E1130"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "MSTR",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Palantir为政府、国防、情报、执法、制造、能源、金融、医疗和物流客户搭建数据整合、权限治理、模型应用、运营决策和AI工作流平台。Gotham偏政府任务和复杂态势分析，Foundry帮助企业把分散系统转成可操作的数据本体，AIP将大模型接入受控业务流程，Apollo负责跨云、本地和边缘环境的软件部署与更新。收入来自长期软件订阅、部署服务和合同扩容。行业地位：公司在高安全、高复杂度场景的数据操作系统和AI落地中有差异化位置，政府业务提供背书，商业业务决定成长弹性。真正影响经营和股价的是美国及盟国政府合同、AIP商业转化率、客户扩张速度、部署成本下降、净留存率、数据隐私和政治争议、AI预算周期、竞争性平台替代以及市场对增长和利润率的预期。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-20",
      "evidence_summary": "PLTR moved +0.6% in the latest session, +0.4% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0373.",
      "facts": [
        {
          "claim": "PLTR moved +0.6% in the latest session, +0.4% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0019",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-20",
          "source_id": "E0373",
          "timestamp": "2026-08-25T00:03:23+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-20",
          "source_id": "E0374",
          "timestamp": "2026-08-25T00:02:04+00:00"
        },
        {
          "claim": "Meta, Palantir, Paramount Skydance Hedge Trump Ties by Courting Democrats as Midterms Raise Prospect of House Flip: Report",
          "source_id": "E0375",
          "timestamp": "2026-08-28T08:29:56+00:00"
        },
        {
          "claim": "Twilio, Palantir Technologies, Zoom, PagerDuty, and nCino Shares Are Soaring, What You Need To Know",
          "source_id": "E0376",
          "timestamp": "2026-08-28T05:13:07+00:00"
        },
        {
          "claim": "PLTR fundamentals snapshot: PE 148.10; market cap/assets $446.77B; revenue scale $6.16B; revenue QoQ 18.55%; revenue YoY 78.92%; gross margin 84.66%; net margin 54.86%; ROIC 22.56%; engine score health 81.33 / valuation 23.08.",
          "source_id": "E1131",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "84.66%",
        "health_score": "81.33",
        "market_cap": "$446.77B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "54.86%",
        "pe_ratio": "148.10",
        "revenue_growth_qoq": "18.55%",
        "revenue_growth_yoy": "78.92%",
        "revenue_scale": "$6.16B",
        "roic": "22.56%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "23.08"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +0.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 185.93 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "PLTR",
        "timestamp": "2026-08-28T13:41:38+00:00",
        "price": 186.77,
        "previous_close": 185.93,
        "change": 0.8400000000000034,
        "change_pct": 0.004517829290593189,
        "change_5d_pct": 0.037957082727159586,
        "change_20d_pct": 0.5177149659138536,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PLTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 5,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0019",
        "E0373",
        "E0374",
        "E0375",
        "E0376",
        "E1131"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "PLTR",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：ServiceNow主要提供企业工作流自动化平台，覆盖IT服务、人力、客户服务、安全和行业流程。行业地位：ServiceNow是应用软件赛道的核心公司，可比/竞争公司包括Shopify、Strategy、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "AI Isn’t Eating SaaS: Why Salesforce and ServiceNow Finally Exploded Upward",
      "evidence_summary": "NOW moved +2.1% in the latest session, +2.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0508.",
      "facts": [
        {
          "claim": "NOW moved +2.1% in the latest session, +2.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0061",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "AI Isn’t Eating SaaS: Why Salesforce and ServiceNow Finally Exploded Upward",
          "source_id": "E0508",
          "timestamp": "2026-08-28T13:24:45+00:00"
        },
        {
          "claim": "Is There Plenty of Room Left to Buy ServiceNow After It Spiked?",
          "source_id": "E0509",
          "timestamp": "2026-08-28T12:19:00+00:00"
        },
        {
          "claim": "What's Going On With ServiceNow Stock",
          "source_id": "E0510",
          "timestamp": "2026-08-28T12:07:42+00:00"
        },
        {
          "claim": "ServiceNow, Zscaler, SentinelOne, Asana, and Elastic Shares Skyrocket, What You Need To Know",
          "source_id": "E0511",
          "timestamp": "2026-08-28T05:05:07+00:00"
        },
        {
          "claim": "NOW fundamentals snapshot: PE 85.70; market cap/assets $143.12B; revenue scale $14.73B; revenue QoQ 5.76%; revenue YoY 22.19%; gross margin 70.68%; net margin 7.47%; ROIC 5.31%; engine score health 43.75 / valuation 25.00.",
          "source_id": "E1132",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "70.68%",
        "health_score": "43.75",
        "market_cap": "$143.12B",
        "name": "ServiceNow, Inc.",
        "net_margin": "7.47%",
        "pe_ratio": "85.70",
        "revenue_growth_qoq": "5.76%",
        "revenue_growth_yoy": "22.19%",
        "revenue_scale": "$14.73B",
        "roic": "5.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "NOW",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 138.43 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "NOW",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 140.06,
        "previous_close": 138.44,
        "change": 1.6200000000000045,
        "change_pct": 0.01170182028315514,
        "change_5d_pct": 0.09013079590240691,
        "change_20d_pct": 0.25919262584710934,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NOW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0061",
        "E0508",
        "E0509",
        "E0510",
        "E0511",
        "E1132"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "NOW",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Frontline主要经营油气管道、天然气处理、储运、LNG出口或中游基础设施，收入多来自长期合约和吞吐量。行业地位：Frontline是能源中游赛道的重要参与者，可比/竞争公司包括Enbridge、Enterprise Products Partners L.P.、Kinder Morgan、Energy Transfer LP。关键变量主要是吞吐量、合同结构、利率、杠杆、产区增长、监管审批和LNG需求。",
      "core_catalyst": "Frontline Q2 Adjusted Earnings, Revenue Rise",
      "evidence_summary": "FRO moved +2.5% in the latest session, +2.4% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1053.",
      "facts": [
        {
          "claim": "FRO moved +2.5% in the latest session, +2.4% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0296",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Frontline Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E1053",
          "timestamp": "2026-08-28T07:26:55+00:00"
        },
        {
          "claim": "FRO – Second Quarter and Six Months 2026 Results",
          "source_id": "E1054",
          "timestamp": "2026-08-28T05:28:00+00:00"
        },
        {
          "claim": "Earnings To Watch: Frontline PLC (FRO) Q2 2026 -- GF Value Sees 46% Downside",
          "source_id": "E1055",
          "timestamp": "2026-08-27T13:15:22+00:00"
        },
        {
          "claim": "FRO – Q2 2026 Presentation",
          "source_id": "E1056",
          "timestamp": "2026-08-28T12:08:00+00:00"
        },
        {
          "claim": "FRO fundamentals snapshot: PE 6.73; market cap/assets $9.98B; revenue scale $3.01B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 13.07%.",
          "source_id": "E1133",
          "timestamp": "2026-08-28T13:41:33.555547+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Frontline plc, a shipping company, engages in the ownership and operation of oil and product tankers worldwide. The company owns and operates oil and product tankers, such as very large crude carriers (VLCCs), Suezmax tankers, and LR2/Aframax tankers. As of December 31, 2025, it...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$9.98B",
        "name": "Frontline Ltd.",
        "net_margin": null,
        "pe_ratio": "6.73",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.01B",
        "roic": "13.07%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fro/",
        "ticker": "FRO",
        "timestamp": "2026-08-28T13:41:33.555547+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 43.75 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FRO",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 44.7,
        "previous_close": 43.77,
        "change": 0.9299999999999997,
        "change_pct": 0.02124742974640159,
        "change_5d_pct": 0.02358602872090687,
        "change_20d_pct": 0.13538230156766917,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FRO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "near_local_high",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0296",
        "E1053",
        "E1054",
        "E1055",
        "E1056",
        "E1133"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "FRO",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Fabrinet主要经营电子制造、光学器件、传感器、连接器、测试仪器、工程硬件或精密部件。行业地位：Fabrinet是硬件设备与零部件赛道的重要公司，可比/竞争公司包括Corning、Keysight Technologies、TE Connectivity、Coherent。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "Fabrinet (FN) Guidance And Earnings Put Its Valuation Debate Back In Focus",
      "evidence_summary": "FN moved -2.4% in the latest session, -2.5% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0780.",
      "facts": [
        {
          "claim": "FN moved -2.4% in the latest session, -2.5% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0164",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Fabrinet (FN) Guidance And Earnings Put Its Valuation Debate Back In Focus",
          "source_id": "E0780",
          "timestamp": "2026-08-28T12:17:08+00:00"
        },
        {
          "claim": "Wall Street Analysts See a 64.05% Upside in Fabrinet (FN): Can the Stock Really Move This High?",
          "source_id": "E0781",
          "timestamp": "2026-08-27T13:55:02+00:00"
        },
        {
          "claim": "Fabrinet's CEO Sells Company Stock Worth $1.7 Million Amid a Share Price Decline",
          "source_id": "E0782",
          "timestamp": "2026-08-26T19:20:01+00:00"
        },
        {
          "claim": "FN fundamentals snapshot: PE 32.39; market cap/assets $15.15B; revenue scale $4.64B; revenue QoQ n/a; revenue YoY n/a; gross margin 12.01%; net margin 10.58%; ROIC n/a.",
          "source_id": "E1134",
          "timestamp": "2026-08-28T13:41:33.582084+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Fabrinet provides optical packaging and precision optical, electro-mechanical, and electronic manufacturing services in North America, the Asia-Pacific, Europe, and internationally. The company offers a range of advanced optical and electro-mechanical capabilities in the manufac...",
        "gross_margin": "12.01%",
        "health_score": null,
        "market_cap": "$15.15B",
        "name": "Fabrinet",
        "net_margin": "10.58%",
        "pe_ratio": "32.39",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.64B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fn/",
        "ticker": "FN",
        "timestamp": "2026-08-28T13:41:33.582084+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 432.71 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FN",
        "timestamp": "2026-08-28T13:41:40+00:00",
        "price": 423.42,
        "previous_close": 432.505,
        "change": -9.08499999999998,
        "change_pct": -0.02100553750823686,
        "change_5d_pct": -0.03034330963952747,
        "change_20d_pct": -0.027537271907546623,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 11,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0164",
        "E0780",
        "E0781",
        "E0782",
        "E1134"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "FN",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Ulta Beauty主要经营美妆零售门店和电商平台，覆盖化妆品、护肤、香水、美发和沙龙服务。行业地位：Ulta Beauty是专业零售赛道的重要公司，可比/竞争公司包括拼多多、MercadoLibre、Sea、eBay。关键变量主要是品类景气、平台补贴、库存周转、履约成本、客流/流量、广告变现和消费者可选支出。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-08-01",
      "evidence_summary": "ULTA moved -3.7% in the latest session, -3.9% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0783.",
      "facts": [
        {
          "claim": "ULTA moved -3.7% in the latest session, -3.9% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0165",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-08-01",
          "source_id": "E0783",
          "timestamp": "2026-08-27T16:09:11+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-08-27",
          "source_id": "E0784",
          "timestamp": "2026-08-27T16:07:37+00:00"
        },
        {
          "claim": "BofA Securities Adjusts Price Target on Ulta Beauty to $650 From $685, Maintains Buy Rating",
          "source_id": "E0785",
          "timestamp": "2026-08-28T12:53:29+00:00"
        },
        {
          "claim": "Ulta Beauty raises full-year forecast after Q2 earnings beat",
          "source_id": "E0786",
          "timestamp": "2026-08-28T12:04:59+00:00"
        },
        {
          "claim": "Deutsche Bank Lowers Price Target on Ulta Beauty to $671 From $695, Keeps Buy Rating",
          "source_id": "E0787",
          "timestamp": "2026-08-28T11:32:24+00:00"
        },
        {
          "claim": "Ulta Beauty beats Q2 estimates and raises fiscal 2026 guidance",
          "source_id": "E0788",
          "timestamp": "2026-08-28T10:37:03+00:00"
        },
        {
          "claim": "ULTA fundamentals snapshot: PE 19.11; market cap/assets $23.12B; revenue scale $12.96B; revenue QoQ -4.05%; revenue YoY 11.16%; gross margin 39.10%; net margin 9.29%; ROIC 23.31%; engine score health 63.44 / valuation 75.00.",
          "source_id": "E1135",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Ulta Beauty, Inc. operates as a specialty beauty retailer in the United States, Mexico, and Kuwait. The company offers branded and private label beauty products, including cosmetics, fragrance, haircare, skincare, bath and body products, professional hair products, and salon sty...",
        "gross_margin": "39.10%",
        "health_score": "63.44",
        "market_cap": "$23.12B",
        "name": "Ulta Beauty, Inc.",
        "net_margin": "9.29%",
        "pe_ratio": "19.11",
        "revenue_growth_qoq": "-4.05%",
        "revenue_growth_yoy": "11.16%",
        "revenue_scale": "$12.96B",
        "roic": "23.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ulta/",
        "ticker": "ULTA",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -3.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 540.10 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ULTA",
        "timestamp": "2026-08-28T13:41:46+00:00",
        "price": 519.54,
        "previous_close": 540.1,
        "change": -20.56000000000006,
        "change_pct": -0.0380670246250695,
        "change_5d_pct": -0.0036820118355247455,
        "change_20d_pct": 0.01308422418062305,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ULTA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0165",
        "E0783",
        "E0784",
        "E0785",
        "E0786",
        "E0787",
        "E0788",
        "E1135"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "ULTA",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：D-Wave Quantum主要开发量子计算系统、退火量子计算和相关云服务。行业地位：D-Wave Quantum是计算硬件赛道的重要参与者，可比/竞争公司包括HP、IonQ、超微电脑、Logitech International。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "This Quantum Stock Has a $32 Price Target and an Inkjet Past. Its Growth Surge May Be an Illusion.",
      "evidence_summary": "QBTS moved -2.7% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1069.",
      "facts": [
        {
          "claim": "QBTS moved -2.7% in the latest session, -2.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0306",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "This Quantum Stock Has a $32 Price Target and an Inkjet Past. Its Growth Surge May Be an Illusion.",
          "source_id": "E1069",
          "timestamp": "2026-08-27T18:44:00+00:00"
        },
        {
          "claim": "Infleqtion Rises 6% on $20M NASA Quantum Gravity Award, IonQ Climbs 5%",
          "source_id": "E1070",
          "timestamp": "2026-08-27T14:25:21+00:00"
        },
        {
          "claim": "D Wave Quantum (QBTS) Stock Fair Value Edges Lower After Mixed Analyst Views",
          "source_id": "E1071",
          "timestamp": "2026-08-27T00:22:28+00:00"
        },
        {
          "claim": "If You Invested $1,000 in D-Wave Quantum Stock 3 Years Ago, This Is How Much You Would Have Today",
          "source_id": "E1072",
          "timestamp": "2026-08-27T12:47:00+00:00"
        },
        {
          "claim": "QBTS fundamentals snapshot: PE n/a; market cap/assets $10.88B; revenue scale $12.43M; revenue QoQ n/a; revenue YoY n/a; gross margin 55.40%; net margin -1561.38%; ROIC n/a.",
          "source_id": "E1136",
          "timestamp": "2026-08-28T13:41:35.946866+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "D-Wave Quantum Inc. engages in the development and delivery of quantum computing systems, software, and services worldwide. It provides Advantage and Advantage 2 quantum computers; Ocean, a suite of open-source tools; and Leap quantum cloud service, a cloud-based service that pr...",
        "gross_margin": "55.40%",
        "health_score": null,
        "market_cap": "$10.88B",
        "name": "D-Wave Quantum Inc.",
        "net_margin": "-1561.38%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$12.43M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/qbts/+field-fallback:https://stockanalysis.com/stocks/qbts/",
        "ticker": "QBTS",
        "timestamp": "2026-08-28T13:41:35.946866+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 17.90 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "QBTS",
        "timestamp": "2026-08-28T13:41:45+00:00",
        "price": 17.4,
        "previous_close": 17.9,
        "change": -0.5,
        "change_pct": -0.027932960893854775,
        "change_5d_pct": -0.1466404845095972,
        "change_20d_pct": -0.037610615407937975,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/QBTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 10,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 42,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0306",
        "E1069",
        "E1070",
        "E1071",
        "E1072",
        "E1136"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "QBTS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Casey's General Stores主要经营便利店、燃油零售和现制食品业务，市场集中在美国中西部社区。行业地位：Casey's General Stores是专业零售赛道的重要公司，可比/竞争公司包括拼多多、MercadoLibre、Sea、eBay。关键变量主要是品类景气、平台补贴、库存周转、履约成本、客流/流量、广告变现和消费者可选支出。",
      "core_catalyst": "Casey's Stock: Analyst Estimates & Ratings",
      "evidence_summary": "CASY moved -2.7% in the latest session, -2.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0694.",
      "facts": [
        {
          "claim": "CASY moved -2.7% in the latest session, -2.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0132",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Casey's Stock: Analyst Estimates & Ratings",
          "source_id": "E0694",
          "timestamp": "2026-08-27T14:57:27+00:00"
        },
        {
          "claim": "UBS Adjusts Casey's General Stores Price Target to $925 From $945, Maintains Neutral Rating",
          "source_id": "E0695",
          "timestamp": "2026-08-27T13:14:45+00:00"
        },
        {
          "claim": "UBS Adjusts Casey's General Stores Price Target to $925 From $945",
          "source_id": "E0696",
          "timestamp": "2026-08-27T12:27:58+00:00"
        },
        {
          "claim": "Casey's Food and Grocery Categories Fuel Strong Inside Sales Momentum",
          "source_id": "E0697",
          "timestamp": "2026-08-26T14:06:00+00:00"
        },
        {
          "claim": "CASY fundamentals snapshot: PE 38.74; market cap/assets $27.54B; revenue scale $17.56B; revenue QoQ 16.74%; revenue YoY 10.16%; gross margin 26.01%; net margin 3.56%; ROIC 11.57%; engine score health 50.11 / valuation n/a.",
          "source_id": "E1137",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Casey's General Stores, Inc., together with its subsidiaries, operates convenience stores under the Casey's and Casey’s General Store names in the United States. Its stores offer pizza, donuts, hot breakfast items, and sandwiches; and beverages, tobacco and nicotine products. Th...",
        "gross_margin": "26.01%",
        "health_score": "50.11",
        "market_cap": "$27.54B",
        "name": "Casey's General Stores, Inc.",
        "net_margin": "3.56%",
        "pe_ratio": "38.74",
        "revenue_growth_qoq": "16.74%",
        "revenue_growth_yoy": "10.16%",
        "revenue_scale": "$17.56B",
        "roic": "11.57%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/casy/",
        "ticker": "CASY",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 763.38 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CASY",
        "timestamp": "2026-08-28T13:41:43+00:00",
        "price": 745.075,
        "previous_close": 763.38,
        "change": -18.30499999999995,
        "change_pct": -0.023978883387041794,
        "change_5d_pct": -0.10848468578002213,
        "change_20d_pct": -0.14457520091848441,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CASY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 9,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 42,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0132",
        "E0694",
        "E0695",
        "E0696",
        "E0697",
        "E1137"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "CASY",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Palo Alto Networks 做企业网络安全，产品覆盖下一代防火墙、云安全、终端安全、威胁检测和安全运营平台，收入以硬件、订阅和服务组合为主。行业地位：全球网络安全龙头之一，优势在于平台化安全产品、企业客户覆盖和持续订阅收入。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-25",
      "evidence_summary": "PANW moved -3.6% in the latest session, -3.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0464.",
      "facts": [
        {
          "claim": "PANW moved -3.6% in the latest session, -3.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0048",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-25",
          "source_id": "E0464",
          "timestamp": "2026-08-27T16:30:06+00:00"
        },
        {
          "claim": "Palo Alto Networks Gets a $400 Target — But Earnings Need to Prove the AI Story",
          "source_id": "E0465",
          "timestamp": "2026-08-28T11:15:53+00:00"
        },
        {
          "claim": "Palo Alto Networks CEO Nikesh Arora Warns Memory ‘Supercycle’ Will Eventually Turn Cyclical, Flagging Risk For Micron, SanDisk",
          "source_id": "E0466",
          "timestamp": "2026-08-28T07:27:05+00:00"
        },
        {
          "claim": "Palo Alto Networks (PANW) Signed A Multi Year AI Security Partnership",
          "source_id": "E0467",
          "timestamp": "2026-08-28T05:07:52+00:00"
        },
        {
          "claim": "Palo Alto Networks (PANW) Stock Trades Up, Here Is Why",
          "source_id": "E0468",
          "timestamp": "2026-08-28T02:57:07+00:00"
        },
        {
          "claim": "PANW fundamentals snapshot: PE 369.31; market cap/assets $311.26B; revenue scale $10.61B; revenue QoQ 15.73%; revenue YoY 19.51%; gross margin 67.55%; net margin -5.90%; ROIC 2.21%; engine score health 47.33 / valuation 23.08.",
          "source_id": "E1138",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Palo Alto Networks, Inc. provides cybersecurity solutions in the Americas, Europe, the Middle East, Africa, the Asia Pacific, and Japan. It offers Prisma Access, a secure access service edge solution; Strata Cloud Manager, a network security management solution; and Prisma AIRS...",
        "gross_margin": "67.55%",
        "health_score": "47.33",
        "market_cap": "$311.26B",
        "name": "Palo Alto Networks, Inc.",
        "net_margin": "-5.90%",
        "pe_ratio": "369.31",
        "revenue_growth_qoq": "15.73%",
        "revenue_growth_yoy": "19.51%",
        "revenue_scale": "$10.61B",
        "roic": "2.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/",
        "ticker": "PANW",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "23.08"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -3.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 382.85 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "PANW",
        "timestamp": "2026-08-28T13:41:45+00:00",
        "price": 368.105,
        "previous_close": 382.85,
        "change": -14.745000000000005,
        "change_pct": -0.038513778242131425,
        "change_5d_pct": 0.028599784900829706,
        "change_20d_pct": 0.10931806917888198,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PANW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 42,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0048",
        "E0464",
        "E0465",
        "E0466",
        "E0467",
        "E0468",
        "E1138"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "PANW",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Coinbase 运营加密资产交易平台，向个人和机构客户提供交易、托管、质押、稳定币相关服务和订阅产品。行业地位：美国合规加密交易平台龙头，业绩对加密资产价格、交易量、监管环境和稳定币生态高度敏感。",
      "core_catalyst": "Coinbase Just Rallied 14% in a Month: Take Profits, or Buy More?",
      "evidence_summary": "COIN moved -2.5% in the latest session, -2.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0615.",
      "facts": [
        {
          "claim": "COIN moved -2.5% in the latest session, -2.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0100",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Coinbase Just Rallied 14% in a Month: Take Profits, or Buy More?",
          "source_id": "E0615",
          "timestamp": "2026-08-27T19:31:54+00:00"
        },
        {
          "claim": "Needham Adjusts Coinbase Global Price Target to $177 From $200, Maintains Buy Rating",
          "source_id": "E0616",
          "timestamp": "2026-08-27T18:26:39+00:00"
        },
        {
          "claim": "Bank Plans on CLARITY Act Send Circle and Coinbase Shares Lower",
          "source_id": "E0617",
          "timestamp": "2026-08-28T09:11:59+00:00"
        },
        {
          "claim": "Why Are Coinbase (COIN) Shares Soaring Today",
          "source_id": "E0618",
          "timestamp": "2026-08-28T04:17:07+00:00"
        },
        {
          "claim": "COIN fundamentals snapshot: PE n/a; market cap/assets $50.31B; revenue scale $5.53B; revenue QoQ -13.65%; revenue YoY -21.04%; gross margin 84.44%; net margin -29.46%; ROIC 0.31%; engine score health 38.75 / valuation 78.57.",
          "source_id": "E1139",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Coinbase Global, Inc. operates platform for crypto assets in the United States and internationally. It provides the primary financial account in the crypto economy for consumers; a brokerage platform with a pool of liquidity across the crypto marketplace for institutions; and a...",
        "gross_margin": "84.44%",
        "health_score": "38.75",
        "market_cap": "$50.31B",
        "name": "Coinbase Global, Inc.",
        "net_margin": "-29.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-13.65%",
        "revenue_growth_yoy": "-21.04%",
        "revenue_scale": "$5.53B",
        "roic": "0.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/coin/",
        "ticker": "COIN",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "78.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 190.72 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "COIN",
        "timestamp": "2026-08-28T13:41:45+00:00",
        "price": 186.34,
        "previous_close": 190.72,
        "change": -4.3799999999999955,
        "change_pct": -0.022965604026845665,
        "change_5d_pct": -0.000804362103842382,
        "change_20d_pct": 0.27403259263277757,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/COIN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 41,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0100",
        "E0615",
        "E0616",
        "E0617",
        "E0618",
        "E1139"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "COIN",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：应用光电开发和生产光通信部件与模块，产品卖给云数据中心客户、网络设备厂商以及有线宽带运营链条上的设备采购方。收入主要来自高速收发模块、激光器件、接收组件和接入网设备出货。关键产品集中在面向数据中心互连的高速光模块，以及面向 CATV、FTTH 和宽带传输的光发射与接收方案。行业地位：应用光电在特定高速光模块和垂直整合制造上有辨识度，经营起伏往往跟少数大客户拉货节奏、代际切换和良率表现直接相关。竞争来自中际旭创、Coherent、Lumentum、Innolight 等光通信厂商，关键变量包括超大规模云厂商资本开支、800G 及更高速产品导入、产能爬坡、器件成本和客户集中度。",
      "core_catalyst": "Lumentum Climbs 4% as the AI Optics Trade Extends a Second Session, Coherent and Applied Optoelectronics Drift",
      "evidence_summary": "AAOI moved -2.7% in the latest session, -2.9% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0920.",
      "facts": [
        {
          "claim": "AAOI moved -2.7% in the latest session, -2.9% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0236",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "Lumentum Climbs 4% as the AI Optics Trade Extends a Second Session, Coherent and Applied Optoelectronics Drift",
          "source_id": "E0920",
          "timestamp": "2026-08-26T16:34:00+00:00"
        },
        {
          "claim": "Applied Optoelectronics Has a Rare Problem Thanks to a Possible U.S. Ban on China",
          "source_id": "E0921",
          "timestamp": "2026-08-25T20:31:32+00:00"
        },
        {
          "claim": "Applied Optoelectronics (AAOI) Is Down 30.5% After Launching US$600 Million ATM Equity Program – What's Changed",
          "source_id": "E0922",
          "timestamp": "2026-08-25T17:08:16+00:00"
        },
        {
          "claim": "ASML or AAOI: Which Tech Stock Is Better-Placed at Present?",
          "source_id": "E0923",
          "timestamp": "2026-08-26T16:27:00+00:00"
        },
        {
          "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $9.38B; revenue scale $595.97M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1140",
          "timestamp": "2026-08-28T13:41:36.394439+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$9.38B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$595.97M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-08-28T13:41:36.394439+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 113.28 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "AAOI",
        "timestamp": "2026-08-28T13:41:47+00:00",
        "price": 110.655,
        "previous_close": 113.28,
        "change": -2.625,
        "change_pct": -0.02317266949152541,
        "change_5d_pct": -0.11348341395174333,
        "change_20d_pct": 0.17318702669665265,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AAOI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_new_product",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 6,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 41,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0236",
        "E0920",
        "E0921",
        "E0922",
        "E0923",
        "E1140"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "AAOI",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：HP主要经营个人电脑、打印机、耗材和相关服务，收入来自硬件销售、订阅和企业服务。行业地位：HP是计算硬件赛道的重要参与者，可比/竞争公司包括IonQ、超微电脑、Logitech International、D-Wave Quantum。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-08-26",
      "evidence_summary": "HPQ moved +1.5% in the latest session, +1.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0835.",
      "facts": [
        {
          "claim": "HPQ moved +1.5% in the latest session, +1.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0189",
          "timestamp": "2026-08-28T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-08-26",
          "source_id": "E0835",
          "timestamp": "2026-08-26T20:17:31+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-07-31",
          "source_id": "E0836",
          "timestamp": "2026-08-26T19:04:12+00:00"
        },
        {
          "claim": "HP (HPQ) Beat Revenue Views, Is The Stock Fully Priced?",
          "source_id": "E0837",
          "timestamp": "2026-08-28T11:06:48+00:00"
        },
        {
          "claim": "HP’s Higher EPS Guidance And AI PC Focus Might Change The Case For Investing In HP (HPQ)",
          "source_id": "E0838",
          "timestamp": "2026-08-28T06:16:22+00:00"
        },
        {
          "claim": "HPQ Q2 Deep Dive: AI PCs Drive Growth Amid Margin Pressures and Cautious Outlook",
          "source_id": "E0839",
          "timestamp": "2026-08-28T01:53:07+00:00"
        },
        {
          "claim": "HP (HPQ) Stock Trades Down, Here Is Why",
          "source_id": "E0840",
          "timestamp": "2026-08-28T03:53:07+00:00"
        },
        {
          "claim": "HPQ fundamentals snapshot: PE 10.92; market cap/assets $26.76B; revenue scale $59.16B; revenue QoQ 8.81%; revenue YoY 8.14%; gross margin 18.79%; net margin 4.22%; ROIC 7.31%; engine score health 41.07 / valuation 100.00.",
          "source_id": "E1141",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "HP Inc. provides personal computing, printing, 3D printing, hybrid work, gaming, and other related technologies in the United States and internationally. The company operates through three segments: Personal Systems, Printing, and Corporate Investments. The Personal Systems segm...",
        "gross_margin": "18.79%",
        "health_score": "41.07",
        "market_cap": "$26.76B",
        "name": "HP Inc.",
        "net_margin": "4.22%",
        "pe_ratio": "10.92",
        "revenue_growth_qoq": "8.81%",
        "revenue_growth_yoy": "8.14%",
        "revenue_scale": "$59.16B",
        "roic": "7.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hpq/",
        "ticker": "HPQ",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +1.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 29.63 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "HPQ",
        "timestamp": "2026-08-28T13:41:44+00:00",
        "price": 30.21,
        "previous_close": 29.625,
        "change": 0.5850000000000009,
        "change_pct": 0.019746835443037902,
        "change_5d_pct": 0.016829381721141123,
        "change_20d_pct": 0.10781076248201238,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/HPQ?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 41,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0189",
        "E0835",
        "E0836",
        "E0837",
        "E0838",
        "E0839",
        "E0840",
        "E1141"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "HPQ",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY +0.2%, QQQ -0.1%, IWM -0.1%, HYG -0.0%, TLT -0.1%, VIXY +1.5%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": -6.260172780780948e-05,
        "IWM": -0.0010673426503452488,
        "QQQ": -0.0010121895411241422,
        "SPY": 0.0015108286862921538,
        "TLT": -0.0010826416456152232,
        "VIXY": 0.015273775216138263
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      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-08-28"
    },
    {
      "claim": "SPY moved +0.2% in the latest session, +0.0% relative to SPY, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.005155863418164952,
        "benchmark_return_1d": 0.0015108286862921538,
        "benchmark_return_5d": 0.00854751083947125,
        "body_to_range": 3.881443298968949,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 772.265,
        "close_location": 0.8195876288659142,
        "consecutive_down_days": 0,
        "consecutive_up_days": 4,
        "dollar_volume": 1197934378.94,
        "gap_pct": -0.0033718065101803196,
        "high_52w_distance_pct": 0.009200209772552093,
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        "relative_return_1d": 0.0,
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        "return_1d": 0.0015108286862921538,
        "return_1d_vs_avg_abs_20d": 0.29303116932253415,
        "return_5d": 0.00854751083947125,
        "ticker": "SPY",
        "upper_wick_to_range": 0.18041237113408587,
        "volume_ratio_20d": 0.03779753728136516
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      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "SPY",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SPY/2026-08-28"
    },
    {
      "claim": "IWM moved -0.1% in the latest session, -0.3% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "benchmark_return_1d": 0.0015108286862921538,
        "benchmark_return_5d": 0.00854751083947125,
        "body_to_range": 0.7058823529412158,
        "breakdown_20d": false,
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        "close": 299.49,
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        "consecutive_down_days": 1,
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        "dollar_volume": 285592765.53000003,
        "gap_pct": -0.0034688636136219753,
        "high_52w_distance_pct": 0.018998964907008586,
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        "ticker": "IWM",
        "upper_wick_to_range": 0.882352941176464,
        "volume_ratio_20d": 0.055533881976735214
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      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "IWM",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-08-28"
    },
    {
      "claim": "DIA moved +0.1% in the latest session, -0.0% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "benchmark_return_1d": 0.0015108286862921538,
        "benchmark_return_5d": 0.00854751083947125,
        "body_to_range": 1.7903225806451701,
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        "close": 535.78,
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        "consecutive_down_days": 0,
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        "dollar_volume": 188317561.73999998,
        "gap_pct": -0.0031015283434850938,
        "high_52w_distance_pct": 0.02047482175519799,
        "latest_date": "2026-08-28",
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        "lower_wick_to_range": -1.7258064516129712,
        "previous_close": 535.22,
        "relative_return_1d": -0.00046452996800816493,
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        "return_1d": 0.001046298718283989,
        "return_1d_vs_avg_abs_20d": 0.20859940650695052,
        "return_5d": 0.006688963210702337,
        "ticker": "DIA",
        "upper_wick_to_range": 0.9354838709678011,
        "volume_ratio_20d": 0.10581897005915913
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      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "DIA",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-08-28"
    },
    {
      "claim": "TLT moved -0.1% in the latest session, -0.3% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 83.04,
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        "return_1d_vs_avg_abs_20d": 0.19449767279773,
        "return_5d": 0.012065813528336466,
        "ticker": "TLT",
        "upper_wick_to_range": 0.0,
        "volume_ratio_20d": 0.040567496039500855
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      "source_id": "E0005",
      "source_type": "market_data",
      "ticker": "TLT",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-08-28"
    },
    {
      "claim": "HYG moved -0.0% in the latest session, -0.2% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 79.865,
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        "return_1d": -6.260172780780948e-05,
        "return_1d_vs_avg_abs_20d": 0.04744064060968564,
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        "volume_ratio_20d": 0.017238517574953434
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      "source_id": "E0006",
      "source_type": "market_data",
      "ticker": "HYG",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/HYG/2026-08-28"
    },
    {
      "claim": "LQD moved -0.0% in the latest session, -0.2% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 106.685,
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        "dollar_volume": 186990853.53,
        "gap_pct": 0.000468471844842,
        "high_52w_distance_pct": 0.04203964943525329,
        "latest_date": "2026-08-28",
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        "return_1d_vs_avg_abs_20d": 0.14544728674241322,
        "return_5d": 0.0072224320241691675,
        "ticker": "LQD",
        "upper_wick_to_range": -0.2499999999999556,
        "volume_ratio_20d": 0.06342009519863806
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      "source_id": "E0007",
      "source_type": "market_data",
      "ticker": "LQD",
      "tier": 1,
      "timestamp": "2026-08-28T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-08-28"
    },
    {
      "claim": "SLV moved +1.5% in the latest session, +1.3% relative to benchmark, with volume at 0.2x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.019323559037068016,
        "benchmark_return_1d": 0.0015108286862921538,
        "benchmark_return_5d": 0.00854751083947125,
        "body_to_range": 5.996446550192508,
        "breakdown_20d": false,
        "breakout_20d": true,
        "close": 63.695,
        "close_location": 0.1856677524429964,
        "consecutive_down_days": 0,
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        "dollar_volume": 171882358.79,
        "gap_pct": -0.01752429504540387,
        "high_52w_distance_pct": 0.293194128267525,
        "latest_date": "2026-08-28",
        "low_52w_distance_pct": 0.28391453336020955,
        "lower_wick_to_range": -5.810778797749512,
        "previous_close": 62.77,
        "relative_return_1d": 0.013225510329160972,
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      "claim": "TJX Just Dropped 11% in a Month. Is It Time to Sell?",
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      "claim": "3 Top-Ranked BlackRock Mutual Funds to Buy for Long-Term Gains",
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      "claim": "Forget JEPQ: BlackRock’s Version Is Up 19% This Year While JEPQ Is Up 10%",
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      "claim": "AppLovin vs. Meta Platforms: Analyzing Quarterly Revenue Trajectories Between These High-Growth Digital Media Companies",
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      "claim": "Needham Adjusts Price Target on AppLovin to $500 From $475, Keeps Buy Rating",
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      "claim": "AppLovin Stock Has Already Taken A Shock-Sized Fall Without A Shock",
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      "claim": "COHR vs. APP: Which AI Growth Stock Offers the Better Investment?",
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      "claim": "Morgan Stanley Adjusts Price Target on Eaton to $520 From $500, Maintains Overweight Rating",
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      "claim": "Commercial Vehicle Clutches Market Outlook 2026-2030 - Featuring Profiles of Leading Companies Eaton, ZF Friedrichshafen, and Valeo",
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      "claim": "How Much Upside Can ETN Stock's Growth Deliver?",
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      "claim": "Stock Market Today: Dow, S&P 500 Rise Before Warsh; Marvell, Affirm, PayPal Are Big Movers (Live Coverage)",
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      "claim": "Oppenheimer Adjusts Price Target on Marvell Technology to $325 From $300, Maintains Outperform Rating",
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      "claim": "Interactive Brokers gets neutral rating as account growth faces valuation test",
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      "claim": "SCCO's H1 Copper Output Falls Y/Y: What Lies Ahead for the Stock?",
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      "claim": "Here Are Friday’s Top Wall Street Analyst Research Calls: Baozun, Commerce Bancshares, Element Solutions, Evolution Petroleum, Petrobras, Rythm Pharmaceuticals, Terawulf, UMB Financial, Workday, and More",
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      "claim": "PBR Q2 Earnings Beat on Record Output, but Can the Gains Persist?",
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      "claim": "Petrobras and Pemex Explore Mexico's Deepwater Pre-Salt Potential",
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      "claim": "Market Chatter: UBS Raises $298 Million in Debut China Onshore Bond Sale",
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      "claim": "Ollie's Bargain Outlet's Q2 Same-Store Sales Impacted by Higher Fuel Prices, UBS Says",
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      "claim": "Boston Scientific (BSX) Cyberattack Disrupts Global Orders And Key IT Systems",
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      "claim": "Boston Scientific impacted by ongoing cyberattack",
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      "claim": "Carvana Jumps 5% as Risk Appetite Returns to High-Beta Names; CarMax and Lithia Motors Inch Higher",
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      "claim": "Marathon Petroleum Named a Top 100 Internship Program for the Third Consecutive Year",
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      "claim": "Is Valero Energy Poised to Benefit From a Tight Refining Market?",
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      "claim": "George Soros Is Betting Big on Utility Stocks as AI Power Demand Surges",
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      "claim": "GE Vernova vs. American Electric Power: Which Power Stock Has the Edge?",
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      "claim": "Monster Beverage's 2-for-1 Stock Split Is Now Complete. Here's What Comes Next for Investors.",
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      "claim": "Monster Beverage Trading Above 200 & 50-Day SMA: Is it Time to Buy?",
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      "claim": "MPLX (MPLX) Could Be 5% Undervalued Following The Solitude Pipeline Approval",
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      "claim": "BMO Capital Adjusts Public Storage Price Target to $350 From $340",
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      "claim": "Coinbase Just Rallied 14% in a Month: Take Profits, or Buy More?",
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      "claim": "Xos Receives Follow-on Order for Energy Storage, Charging Systems From Xcel Energy",
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      "claim": "Can XEL's Strategic Capital Investments Drive Long-Term Growth?",
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      "claim": "Nasdaq (NDAQ) Flags Helsinki Open Doors Event, Is The Stock Fully Priced?",
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    },
    {
      "claim": "Hims & Hers Shares Tumble on Visa Dispute Crackdown",
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    },
    {
      "claim": "Analysts Have a Wall of Holds on Figma, UiPath and GitLab but Institutions Are Quietly Loading Up",
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      "source_id": "E1086",
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      "ticker": "PATH",
      "tier": 2,
      "timestamp": "2026-08-28T12:25:53+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/da0c9e84-918f-3d76-a7c7-f41c10a7fd6d/analysts-have-a-wall-of-holds.html"
    },
    {
      "claim": "UiPath (PATH) Is Orchestrating More Than 8,800 Business Processes For A Major Customer",
      "confidence": 0.78,
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        "catalyst_bucket": "analyst",
        "headline": "UiPath (PATH) Is Orchestrating More Than 8,800 Business Processes For A Major Customer"
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      "source_id": "E1087",
      "source_type": "news",
      "ticker": "PATH",
      "tier": 2,
      "timestamp": "2026-08-28T09:06:19+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/technology/articles/uipath-path-orchestrating-more-8-090619612.html"
    },
    {
      "claim": "RingCentral, ZoomInfo, UiPath, 8x8, and BlackLine Shares Are Soaring, What You Need To Know",
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        "headline": "RingCentral, ZoomInfo, UiPath, 8x8, and BlackLine Shares Are Soaring, What You Need To Know"
      },
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      "ticker": "PATH",
      "tier": 2,
      "timestamp": "2026-08-28T05:37:07+00:00",
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    },
    {
      "claim": "Why UiPath Stock Was Winning This Week",
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      "publisher": "Motley Fool",
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        "headline": "Why UiPath Stock Was Winning This Week"
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      "source_id": "E1089",
      "source_type": "news",
      "ticker": "PATH",
      "tier": 2,
      "timestamp": "2026-08-28T04:59:52+00:00",
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    },
    {
      "claim": "Chemed (CHE) Up 1.7% Since Last Earnings Report: Can It Continue?",
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        "catalyst_bucket": "earnings",
        "headline": "Chemed (CHE) Up 1.7% Since Last Earnings Report: Can It Continue?"
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      "ticker": "CHE",
      "tier": 2,
      "timestamp": "2026-08-27T15:30:09+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/chemed-che-1-7-since-153009526.html"
    },
    {
      "claim": "OPCH or CHE: Which Is the Better Value Stock Right Now?",
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      "publisher": "Zacks",
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        "catalyst_bucket": "technical_only",
        "headline": "OPCH or CHE: Which Is the Better Value Stock Right Now?"
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      "ticker": "CHE",
      "tier": 2,
      "timestamp": "2026-08-25T15:40:03+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/opch-che-better-value-stock-154003814.html"
    },
    {
      "claim": "This is Why  MGIC Investment (MTG) is a Great Dividend Stock",
      "confidence": 0.62,
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        "headline": "This is Why  MGIC Investment (MTG) is a Great Dividend Stock"
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      "source_id": "E1092",
      "source_type": "news",
      "ticker": "MTG",
      "tier": 2,
      "timestamp": "2026-08-25T15:45:01+00:00",
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    },
    {
      "claim": "Is Avantor a Buy as Revival Progress Faces Persistent Margin Pressure?",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Is Avantor a Buy as Revival Progress Faces Persistent Margin Pressure?"
      },
      "source_id": "E1093",
      "source_type": "earnings",
      "ticker": "AVTR",
      "tier": 2,
      "timestamp": "2026-08-25T15:43:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/avantor-buy-revival-progress-faces-154300372.html"
    },
    {
      "claim": "Northern Sun Energy Installs Another 23 MW in Upstate New York for Seaboard Solar",
      "confidence": 0.62,
      "publisher": "PR Newswire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Northern Sun Energy Installs Another 23 MW in Upstate New York for Seaboard Solar"
      },
      "source_id": "E1094",
      "source_type": "news",
      "ticker": "SEB",
      "tier": 2,
      "timestamp": "2026-08-25T12:56:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/northern-sun-energy-installs-another-125600964.html"
    },
    {
      "claim": "Klarna CEO Sebastian Siemiatkowski Acquires 692,506 Shares for $10 Million",
      "confidence": 0.78,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "mna",
        "headline": "Klarna CEO Sebastian Siemiatkowski Acquires 692,506 Shares for $10 Million"
      },
      "source_id": "E1095",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-08-28T12:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/klarna-ceo-sebastian-siemiatkowski-acquires-120000249.html"
    },
    {
      "claim": "Klarna Group Insider Bought Shares Worth $9,949,164, According to a Recent SEC Filing",
      "confidence": 0.78,
      "publisher": "MT Newswires",
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        "catalyst_bucket": "regulatory_policy",
        "headline": "Klarna Group Insider Bought Shares Worth $9,949,164, According to a Recent SEC Filing"
      },
      "source_id": "E1096",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-08-28T11:58:31+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/klarna-group-insider-bought-shares-115831550.html"
    },
    {
      "claim": "Klarna Beat on Earnings and Guided Lower at Once. Which Number Should Decide the Stock?",
      "confidence": 0.78,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Klarna Beat on Earnings and Guided Lower at Once. Which Number Should Decide the Stock?"
      },
      "source_id": "E1097",
      "source_type": "earnings",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-08-27T18:50:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/b293ffa6-4344-30af-913d-66c0faf36422/klarna-beat-on-earnings-and.html"
    },
    {
      "claim": "Apple and New Klarna Leasing Strategy - What's Going On?",
      "confidence": 0.62,
      "publisher": "Benzinga",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Apple and New Klarna Leasing Strategy - What's Going On?"
      },
      "source_id": "E1098",
      "source_type": "news",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-08-28T10:46:41+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/apple-klarna-leasing-strategy-whats-104641907.html"
    },
    {
      "claim": "SentinelOne Inc (S) (Q2 2027) Earnings Call Highlights: Record ARR and Operating Margin Fuel ...",
      "confidence": 0.78,
      "publisher": "GuruFocus.com",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "SentinelOne Inc (S) (Q2 2027) Earnings Call Highlights: Record ARR and Operating Margin Fuel ..."
      },
      "source_id": "E1099",
      "source_type": "earnings",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-08-28T05:01:26+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/sentinelone-inc-q2-2027-earnings-050126462.html"
    },
    {
      "claim": "Is SentinelOne (S) Fully Valued Following The Cybersecurity Rally?",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Is SentinelOne (S) Fully Valued Following The Cybersecurity Rally?"
      },
      "source_id": "E1100",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-08-28T02:16:48+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/sentinelone-fully-valued-following-cybersecurity-021648097.html"
    },
    {
      "claim": "ServiceNow, Zscaler, SentinelOne, Asana, and Elastic Shares Skyrocket, What You Need To Know",
      "confidence": 0.62,
      "publisher": "StockStory",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "ServiceNow, Zscaler, SentinelOne, Asana, and Elastic Shares Skyrocket, What You Need To Know"
      },
      "source_id": "E1101",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-08-28T05:05:07+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/servicenow-zscaler-sentinelone-asana-elastic-050507287.html"
    },
    {
      "claim": "What Is SentinelOne (S) Signaling With Its New Cyber Risk Research?",
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      "publisher": "Simply Wall St.",
      "raw_value": {
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        "headline": "What Is SentinelOne (S) Signaling With Its New Cyber Risk Research?"
      },
      "source_id": "E1102",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-08-28T00:17:19+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/technology/ai/articles/sentinelone-signaling-cyber-risk-research-001719728.html"
    },
    {
      "claim": "Oppenheimer Adjusts Price Target on Elastic to $118 From $100, Maintains Outperform Rating",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "analyst",
        "headline": "Oppenheimer Adjusts Price Target on Elastic to $118 From $100, Maintains Outperform Rating"
      },
      "source_id": "E1103",
      "source_type": "news",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-28T13:03:36+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/oppenheimer-adjusts-price-target-elastic-130336146.html"
    },
    {
      "claim": "Dow Jones Futures: Fed Chief Warsh Speech Due; Marvell, Affirm, PayPal, Elastic Are Big Movers",
      "confidence": 0.78,
      "publisher": "Investor's Business Daily",
      "raw_value": {
        "catalyst_bucket": "geopolitics",
        "headline": "Dow Jones Futures: Fed Chief Warsh Speech Due; Marvell, Affirm, PayPal, Elastic Are Big Movers"
      },
      "source_id": "E1104",
      "source_type": "news",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-28T12:15:25+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/28709650-6bf3-32e0-9253-5d5f0e46e8fa/dow-jones-futures%3A-fed-chief.html"
    },
    {
      "claim": "RBC Raises Price Target on Elastic to $120 From $100, Keeps Buy Rating",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "RBC Raises Price Target on Elastic to $120 From $100, Keeps Buy Rating"
      },
      "source_id": "E1105",
      "source_type": "earnings",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-28T11:11:50+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/rbc-raises-price-target-elastic-111150410.html"
    },
    {
      "claim": "Marvell, PayPal, Elastic, Autodesk, Gap, Workday, and More Stocks That Explain Today’s Market",
      "confidence": 0.62,
      "publisher": "Barrons.com",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Marvell, PayPal, Elastic, Autodesk, Gap, Workday, and More Stocks That Explain Today’s Market"
      },
      "source_id": "E1106",
      "source_type": "news",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-28T11:40:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/e4657499-aea8-3697-bf17-617e8a1e16a0/marvell%2C-paypal%2C-elastic%2C.html"
    },
    {
      "claim": "Main Street Capital Has Paid a $0.30 Supplemental Dividend Every Quarter This Year on Top of a Rising Monthly Dividend",
      "confidence": 0.78,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Main Street Capital Has Paid a $0.30 Supplemental Dividend Every Quarter This Year on Top of a Rising Monthly Dividend"
      },
      "source_id": "E1107",
      "source_type": "earnings",
      "ticker": "MAIN",
      "tier": 2,
      "timestamp": "2026-08-26T12:20:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/e73f548b-f08d-353f-8b88-9b5c913f1729/main-street-capital-has-paid.html"
    },
    {
      "claim": "How Investors Are Reacting To Main Street Capital (MAIN) Extending Its Supplemental Dividend Streak In 2026",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "How Investors Are Reacting To Main Street Capital (MAIN) Extending Its Supplemental Dividend Streak In 2026"
      },
      "source_id": "E1108",
      "source_type": "news",
      "ticker": "MAIN",
      "tier": 2,
      "timestamp": "2026-08-27T21:06:10+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/investors-reacting-main-street-capital-210610060.html"
    },
    {
      "claim": "Main Street Capital (MAIN) Following Its Dividend Run Is The Stock Already Fairly Valued",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Main Street Capital (MAIN) Following Its Dividend Run Is The Stock Already Fairly Valued"
      },
      "source_id": "E1109",
      "source_type": "news",
      "ticker": "MAIN",
      "tier": 2,
      "timestamp": "2026-08-27T18:28:56+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/main-street-capital-main-following-182856570.html"
    },
    {
      "claim": "Is TPC Stock The Construction Sector's Next Big Takeover Target?",
      "confidence": 0.78,
      "publisher": "Trefis",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Is TPC Stock The Construction Sector's Next Big Takeover Target?"
      },
      "source_id": "E1110",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-08-27T23:48:32+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/76fb96f6-1569-3b3a-8eff-fb99422cb9a3/is-tpc-stock-the-construction.html"
    },
    {
      "claim": "Wall Street Analysts Think Tutor Perini (TPC) Is a Good Investment: Is It?",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "analyst",
        "headline": "Wall Street Analysts Think Tutor Perini (TPC) Is a Good Investment: Is It?"
      },
      "source_id": "E1111",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-08-27T13:30:05+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/wall-street-analysts-think-tutor-133005521.html"
    },
    {
      "claim": "AFRM fundamentals snapshot: PE 15.24; market cap/assets $29.22B; revenue scale $4.26B; revenue QoQ n/a; revenue YoY n/a; gross margin 50.52%; net margin 138.65%; ROIC 1.18%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Affirm Holdings, Inc. operates payment network in the United States, Canada, and internationally. Its platform offers pay-over-time solutions at checkout for both consumers and merchants. The company’s commerce platform, agreements with originating banks, and capital markets par...",
        "gross_margin": "50.52%",
        "health_score": null,
        "market_cap": "$29.22B",
        "name": "Affirm Holdings, Inc.",
        "net_margin": "138.65%",
        "pe_ratio": "15.24",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.26B",
        "roic": "1.18%",
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        "ticker": "AFRM",
        "timestamp": "2026-08-28T13:41:21.695690+00:00",
        "valuation_score": null
      },
      "source_id": "E1112",
      "source_type": "fundamentals",
      "ticker": "AFRM",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:21.695690+00:00",
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    },
    {
      "claim": "PYPL fundamentals snapshot: PE 11.19; market cap/assets $54.83B; revenue scale $34.13B; revenue QoQ 3.94%; revenue YoY 5.69%; gross margin 44.92%; net margin 12.72%; ROIC 7.75%; engine score health 61.43 / valuation 60.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "PayPal Holdings, Inc. operates a technology platform that enables digital payments for merchants and consumers worldwide. The company operates a two-sided network at scale that connects merchants and consumers that enables its customers to connect, transact, and send and receive...",
        "gross_margin": "44.92%",
        "health_score": "61.43",
        "market_cap": "$54.83B",
        "name": "PayPal Holdings, Inc.",
        "net_margin": "12.72%",
        "pe_ratio": "11.19",
        "revenue_growth_qoq": "3.94%",
        "revenue_growth_yoy": "5.69%",
        "revenue_scale": "$34.13B",
        "roic": "7.75%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pypl/",
        "ticker": "PYPL",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "60.00"
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      "source_id": "E1113",
      "source_type": "fundamentals",
      "ticker": "PYPL",
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      "timestamp": "2026-08-27T00:00:00+00:00",
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    },
    {
      "claim": "SOLS fundamentals snapshot: PE 50.43; market cap/assets $10.51B; revenue scale $4.10B; revenue QoQ n/a; revenue YoY n/a; gross margin 32.23%; net margin 10.37%; ROIC 5.18%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Solstice Advanced Materials, Inc. operates as a specialty chemicals and advanced materials company in the United States and internationally. It operates in two segments: Refrigerants & Applied Solutions (RAS), and Electronic & Specialty Materials (ESM). The RAS segment manufactu...",
        "gross_margin": "32.23%",
        "health_score": null,
        "market_cap": "$10.51B",
        "name": "Solstice Advanced Materials Inc.",
        "net_margin": "10.37%",
        "pe_ratio": "50.43",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.10B",
        "roic": "5.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sols/",
        "ticker": "SOLS",
        "timestamp": "2026-08-28T13:41:21.691279+00:00",
        "valuation_score": null
      },
      "source_id": "E1114",
      "source_type": "fundamentals",
      "ticker": "SOLS",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:21.691279+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sols/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 83.60; market cap/assets $211.22B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 44.50 / valuation 14.29.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "44.50",
        "market_cap": "$211.22B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "83.60",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E1115",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "ESTC fundamentals snapshot: PE 29.13; market cap/assets $10.71B; revenue scale $1.80B; revenue QoQ n/a; revenue YoY n/a; gross margin 74.50%; net margin -3.50%; ROIC -0.79%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Elastic N.V., a search artificial intelligence (AI) company, provides software platforms to run in hybrid, public or private clouds, and multi-cloud environments in the United States and internationally. It primarily offers Elasticsearch Platform, a set of software products that...",
        "gross_margin": "74.50%",
        "health_score": null,
        "market_cap": "$10.71B",
        "name": "Elastic N.V.",
        "net_margin": "-3.50%",
        "pe_ratio": "29.13",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.80B",
        "roic": "-0.79%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/estc/",
        "ticker": "ESTC",
        "timestamp": "2026-08-28T13:41:21.693739+00:00",
        "valuation_score": null
      },
      "source_id": "E1116",
      "source_type": "fundamentals",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:21.693739+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/estc/"
    },
    {
      "claim": "IREN fundamentals snapshot: PE n/a; market cap/assets $13.54B; revenue scale $707.00M; revenue QoQ n/a; revenue YoY n/a; gross margin 75.73%; net margin -498.54%; ROIC -2.80%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "IREN Limited operates as a vertically integrated AI cloud services platform in Australia and Canada. It develops, owns, and operate data centers, including the associated land, grid connections, and substations, as well as buildings and cooling. The company also owns and operate...",
        "gross_margin": "75.73%",
        "health_score": null,
        "market_cap": "$13.54B",
        "name": "IREN Limited",
        "net_margin": "-498.54%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$707.00M",
        "roic": "-2.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/",
        "ticker": "IREN",
        "timestamp": "2026-08-28T13:41:21.690973+00:00",
        "valuation_score": null
      },
      "source_id": "E1117",
      "source_type": "fundamentals",
      "ticker": "IREN",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:21.690973+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/"
    },
    {
      "claim": "CRM fundamentals snapshot: PE 21.47; market cap/assets $207.44B; revenue scale $43.94B; revenue QoQ 1.90%; revenue YoY 11.23%; gross margin 76.65%; net margin 31.08%; ROIC 8.57%; engine score health 40.83 / valuation 75.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Salesforce, Inc. provides customer relationship management technology services that connect companies and customers together in the United States, Europe, and the Asia Pacific. The company offers Agentforce, which enables customers to build, deploy, and manage enterprise-grade,...",
        "gross_margin": "76.65%",
        "health_score": "40.83",
        "market_cap": "$207.44B",
        "name": "Salesforce, Inc.",
        "net_margin": "31.08%",
        "pe_ratio": "21.47",
        "revenue_growth_qoq": "1.90%",
        "revenue_growth_yoy": "11.23%",
        "revenue_scale": "$43.94B",
        "roic": "8.57%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/",
        "ticker": "CRM",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "source_id": "E1118",
      "source_type": "fundamentals",
      "ticker": "CRM",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/"
    },
    {
      "claim": "BNTX fundamentals snapshot: PE n/a; market cap/assets $25.43B; revenue scale $3.03B; revenue QoQ n/a; revenue YoY n/a; gross margin 8.14%; net margin -777.27%; ROIC -17.20%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "BioNTech SE, together with its subsidiaries, engages in the development and commercialization of immunotherapies in Germany. The company offers BNT162, an mRNA vaccine for the treatment of SARS-CoV-2 virus. It also develops oncology drugs under Phase III clinical trial, includin...",
        "gross_margin": "8.14%",
        "health_score": null,
        "market_cap": "$25.43B",
        "name": "BioNTech SE",
        "net_margin": "-777.27%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.03B",
        "roic": "-17.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bntx/",
        "ticker": "BNTX",
        "timestamp": "2026-08-28T13:41:21.691623+00:00",
        "valuation_score": null
      },
      "source_id": "E1119",
      "source_type": "fundamentals",
      "ticker": "BNTX",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:21.691623+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/bntx/"
    },
    {
      "claim": "GAP fundamentals snapshot: PE 7.45; market cap/assets $8.75B; revenue scale $15.33B; revenue QoQ n/a; revenue YoY n/a; gross margin 52.84%; net margin 13.72%; ROIC 7.16%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "The Gap, Inc. operates as an apparel retail company in the United States, Canada, Japan, Taiwan, and internationally. The company offers apparel, accessories, and personal care products for men, women, and children under the Old Navy, Gap, Banana Republic, and Athleta brands. Th...",
        "gross_margin": "52.84%",
        "health_score": null,
        "market_cap": "$8.75B",
        "name": "The Gap, Inc.",
        "net_margin": "13.72%",
        "pe_ratio": "7.45",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$15.33B",
        "roic": "7.16%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gap/",
        "ticker": "GAP",
        "timestamp": "2026-08-28T13:41:26.160153+00:00",
        "valuation_score": null
      },
      "source_id": "E1120",
      "source_type": "fundamentals",
      "ticker": "GAP",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:26.160153+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gap/"
    },
    {
      "claim": "MRNA fundamentals snapshot: PE n/a; market cap/assets $56.97B; revenue scale $2.23B; revenue QoQ -62.72%; revenue YoY -27.19%; gross margin 35.86%; net margin -539.31%; ROIC -30.29%; engine score health 17.14 / valuation 75.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Moderna, Inc., a biotechnology company, provides messenger RNA medicines in the United States, Europe, and internationally. The company’s respiratory vaccines include spikevax, mNEXSPIKE, mRESVIA, COVID, RSV, seasonal influenza, combination, and pandemic influenza vaccine; laten...",
        "gross_margin": "35.86%",
        "health_score": "17.14",
        "market_cap": "$56.97B",
        "name": "Moderna, Inc.",
        "net_margin": "-539.31%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-62.72%",
        "revenue_growth_yoy": "-27.19%",
        "revenue_scale": "$2.23B",
        "roic": "-30.29%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrna/",
        "ticker": "MRNA",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "source_id": "E1121",
      "source_type": "fundamentals",
      "ticker": "MRNA",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrna/"
    },
    {
      "claim": "RBRK fundamentals snapshot: PE n/a; market cap/assets $20.67B; revenue scale $1.54B; revenue QoQ n/a; revenue YoY n/a; gross margin 78.44%; net margin -14.46%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rubrik, Inc. provides data security solutions to individuals and businesses worldwide. The company offers enterprise data protection, unstructured data protection, cloud data protection, SaaS data protection solutions, and identity provider services protection; data threat analy...",
        "gross_margin": "78.44%",
        "health_score": null,
        "market_cap": "$20.67B",
        "name": "Rubrik, Inc.",
        "net_margin": "-14.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.54B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rbrk/",
        "ticker": "RBRK",
        "timestamp": "2026-08-28T13:41:27.041049+00:00",
        "valuation_score": null
      },
      "source_id": "E1122",
      "source_type": "fundamentals",
      "ticker": "RBRK",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:27.041049+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rbrk/"
    },
    {
      "claim": "CRWD fundamentals snapshot: PE 3992.75; market cap/assets $233.42B; revenue scale $5.40B; revenue QoQ 6.15%; revenue YoY 24.30%; gross margin 74.57%; net margin 0.36%; ROIC -0.99%; engine score health 62.67 / valuation 15.38.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CrowdStrike Holdings, Inc. provides cybersecurity solutions in the United States and internationally. Its unified platform provides cloud-delivered protection of endpoints, cloud workloads, identity, and data through a software as a service (SaaS) subscription-based model. The c...",
        "gross_margin": "74.57%",
        "health_score": "62.67",
        "market_cap": "$233.42B",
        "name": "CrowdStrike Holdings, Inc.",
        "net_margin": "0.36%",
        "pe_ratio": "3992.75",
        "revenue_growth_qoq": "6.15%",
        "revenue_growth_yoy": "24.30%",
        "revenue_scale": "$5.40B",
        "roic": "-0.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/",
        "ticker": "CRWD",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "source_id": "E1123",
      "source_type": "fundamentals",
      "ticker": "CRWD",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/"
    },
    {
      "claim": "KLAR fundamentals snapshot: PE n/a; market cap/assets $5.64B; revenue scale $4.04B; revenue QoQ n/a; revenue YoY n/a; gross margin 42.80%; net margin 0.38%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Klarna Group plc operates as a digital bank and flexible payments provider in the United Kingdom, the United States, Germany, Sweden, and internationally. The company provides payment solutions, such as pay in full solution that settles purchases at time of the transaction; pay...",
        "gross_margin": "42.80%",
        "health_score": null,
        "market_cap": "$5.64B",
        "name": "Klarna Group plc",
        "net_margin": "0.38%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.04B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klar/",
        "ticker": "KLAR",
        "timestamp": "2026-08-28T13:41:27.736291+00:00",
        "valuation_score": null
      },
      "source_id": "E1124",
      "source_type": "fundamentals",
      "ticker": "KLAR",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:27.736291+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klar/"
    },
    {
      "claim": "BEKE fundamentals snapshot: PE 28.91; market cap/assets $21.13B; revenue scale $13.05B; revenue QoQ n/a; revenue YoY n/a; gross margin 28.58%; net margin 10.69%; ROIC 6.47%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "KE Holdings Inc., through its subsidiaries, engages in operating an integrated online and offline platform for housing transactions and services in the People's Republic of China. The company operates through five segments: Existing Home Transaction Services, New Home Transactio...",
        "gross_margin": "28.58%",
        "health_score": null,
        "market_cap": "$21.13B",
        "name": "KE Holdings Inc.",
        "net_margin": "10.69%",
        "pe_ratio": "28.91",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$13.05B",
        "roic": "6.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/beke/",
        "ticker": "BEKE",
        "timestamp": "2026-08-28T13:41:27.812837+00:00",
        "valuation_score": null
      },
      "source_id": "E1125",
      "source_type": "fundamentals",
      "ticker": "BEKE",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:27.812837+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/beke/"
    },
    {
      "claim": "ADSK fundamentals snapshot: PE 33.63; market cap/assets $54.80B; revenue scale $7.51B; revenue QoQ -1.18%; revenue YoY 18.28%; gross margin 90.95%; net margin 25.39%; ROIC 16.74%; engine score health 76.88 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Autodesk, Inc. engages in the provision of 3D design, engineering, and entertainment technology solutions worldwide. The company offers AutoCAD Civil 3D, a surveying, design, analysis, and documentation solution; Autodesk Build, a toolset for managing, sharing, and accessing pro...",
        "gross_margin": "90.95%",
        "health_score": "76.88",
        "market_cap": "$54.80B",
        "name": "Autodesk, Inc.",
        "net_margin": "25.39%",
        "pe_ratio": "33.63",
        "revenue_growth_qoq": "-1.18%",
        "revenue_growth_yoy": "18.28%",
        "revenue_scale": "$7.51B",
        "roic": "16.74%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/adsk/",
        "ticker": "ADSK",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1126",
      "source_type": "fundamentals",
      "ticker": "ADSK",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/adsk/"
    },
    {
      "claim": "V fundamentals snapshot: PE 32.32; market cap/assets $695.84B; revenue scale $44.49B; revenue QoQ 3.59%; revenue YoY 14.39%; gross margin 76.46%; net margin 48.38%; ROIC 28.54%; engine score health 68.57 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Visa Inc. operates as a payment technology company in the United States and internationally. The company operates VisaNet, a transaction processing network that enables authorization, clearing, and settlement of payment transactions. It also offers credit, debit, and prepaid car...",
        "gross_margin": "76.46%",
        "health_score": "68.57",
        "market_cap": "$695.84B",
        "name": "Visa Inc.",
        "net_margin": "48.38%",
        "pe_ratio": "32.32",
        "revenue_growth_qoq": "3.59%",
        "revenue_growth_yoy": "14.39%",
        "revenue_scale": "$44.49B",
        "roic": "28.54%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/v/",
        "ticker": "V",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1127",
      "source_type": "fundamentals",
      "ticker": "V",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/v/"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 18.96; market cap/assets $216.80B; revenue scale $20.25B; revenue QoQ 50.67%; revenue YoY 175.30%; gross margin 84.57%; net margin 77.00%; ROIC 55.05%; engine score health 80.00 / valuation 71.43.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the Americas, Europe, the Middle East, Africa, Asia, and internationally. The company provides solid state drives for desktop and notebook PCs, gaming consoles...",
        "gross_margin": "84.57%",
        "health_score": "80.00",
        "market_cap": "$216.80B",
        "name": "Sandisk Corporation",
        "net_margin": "77.00%",
        "pe_ratio": "18.96",
        "revenue_growth_qoq": "50.67%",
        "revenue_growth_yoy": "175.30%",
        "revenue_scale": "$20.25B",
        "roic": "55.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "71.43"
      },
      "source_id": "E1128",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/"
    },
    {
      "claim": "S fundamentals snapshot: PE n/a; market cap/assets $7.37B; revenue scale $1.10B; revenue QoQ n/a; revenue YoY n/a; gross margin 72.07%; net margin -31.99%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "SentinelOne, Inc. operates as a cybersecurity provider in the United States and internationally. The company’s Singularity Platform delivers an artificial intelligence-powered autonomous threat prevention, detection, and response capabilities across an organization’s endpoints,...",
        "gross_margin": "72.07%",
        "health_score": null,
        "market_cap": "$7.37B",
        "name": "SentinelOne, Inc.",
        "net_margin": "-31.99%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.10B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/s/",
        "ticker": "S",
        "timestamp": "2026-08-28T13:41:31.885579+00:00",
        "valuation_score": null
      },
      "source_id": "E1129",
      "source_type": "fundamentals",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:31.885579+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/s/"
    },
    {
      "claim": "MSTR fundamentals snapshot: PE n/a; market cap/assets $51.75B; revenue scale $490.47M; revenue QoQ 1.07%; revenue YoY 6.79%; gross margin 67.06%; net margin -10090.64%; ROIC 0.85%; engine score health 22.67 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Strategy Inc, together with its subsidiaries, operates as a bitcoin treasury company in the United States, Europe, the Middle East, Africa, and internationally. It offers investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equit...",
        "gross_margin": "67.06%",
        "health_score": "22.67",
        "market_cap": "$51.75B",
        "name": "Strategy Inc",
        "net_margin": "-10090.64%",
        "pe_ratio": null,
        "revenue_growth_qoq": "1.07%",
        "revenue_growth_yoy": "6.79%",
        "revenue_scale": "$490.47M",
        "roic": "0.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/",
        "ticker": "MSTR",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1130",
      "source_type": "fundamentals",
      "ticker": "MSTR",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/"
    },
    {
      "claim": "PLTR fundamentals snapshot: PE 148.10; market cap/assets $446.77B; revenue scale $6.16B; revenue QoQ 18.55%; revenue YoY 78.92%; gross margin 84.66%; net margin 54.86%; ROIC 22.56%; engine score health 81.33 / valuation 23.08.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "84.66%",
        "health_score": "81.33",
        "market_cap": "$446.77B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "54.86%",
        "pe_ratio": "148.10",
        "revenue_growth_qoq": "18.55%",
        "revenue_growth_yoy": "78.92%",
        "revenue_scale": "$6.16B",
        "roic": "22.56%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "23.08"
      },
      "source_id": "E1131",
      "source_type": "fundamentals",
      "ticker": "PLTR",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/"
    },
    {
      "claim": "NOW fundamentals snapshot: PE 85.70; market cap/assets $143.12B; revenue scale $14.73B; revenue QoQ 5.76%; revenue YoY 22.19%; gross margin 70.68%; net margin 7.47%; ROIC 5.31%; engine score health 43.75 / valuation 25.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "70.68%",
        "health_score": "43.75",
        "market_cap": "$143.12B",
        "name": "ServiceNow, Inc.",
        "net_margin": "7.47%",
        "pe_ratio": "85.70",
        "revenue_growth_qoq": "5.76%",
        "revenue_growth_yoy": "22.19%",
        "revenue_scale": "$14.73B",
        "roic": "5.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "NOW",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "source_id": "E1132",
      "source_type": "fundamentals",
      "ticker": "NOW",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "FRO fundamentals snapshot: PE 6.73; market cap/assets $9.98B; revenue scale $3.01B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 13.07%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Frontline plc, a shipping company, engages in the ownership and operation of oil and product tankers worldwide. The company owns and operates oil and product tankers, such as very large crude carriers (VLCCs), Suezmax tankers, and LR2/Aframax tankers. As of December 31, 2025, it...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$9.98B",
        "name": "Frontline Ltd.",
        "net_margin": null,
        "pe_ratio": "6.73",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.01B",
        "roic": "13.07%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fro/",
        "ticker": "FRO",
        "timestamp": "2026-08-28T13:41:33.555547+00:00",
        "valuation_score": null
      },
      "source_id": "E1133",
      "source_type": "fundamentals",
      "ticker": "FRO",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:33.555547+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fro/"
    },
    {
      "claim": "FN fundamentals snapshot: PE 32.39; market cap/assets $15.15B; revenue scale $4.64B; revenue QoQ n/a; revenue YoY n/a; gross margin 12.01%; net margin 10.58%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Fabrinet provides optical packaging and precision optical, electro-mechanical, and electronic manufacturing services in North America, the Asia-Pacific, Europe, and internationally. The company offers a range of advanced optical and electro-mechanical capabilities in the manufac...",
        "gross_margin": "12.01%",
        "health_score": null,
        "market_cap": "$15.15B",
        "name": "Fabrinet",
        "net_margin": "10.58%",
        "pe_ratio": "32.39",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$4.64B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fn/",
        "ticker": "FN",
        "timestamp": "2026-08-28T13:41:33.582084+00:00",
        "valuation_score": null
      },
      "source_id": "E1134",
      "source_type": "fundamentals",
      "ticker": "FN",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:33.582084+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fn/"
    },
    {
      "claim": "ULTA fundamentals snapshot: PE 19.11; market cap/assets $23.12B; revenue scale $12.96B; revenue QoQ -4.05%; revenue YoY 11.16%; gross margin 39.10%; net margin 9.29%; ROIC 23.31%; engine score health 63.44 / valuation 75.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Ulta Beauty, Inc. operates as a specialty beauty retailer in the United States, Mexico, and Kuwait. The company offers branded and private label beauty products, including cosmetics, fragrance, haircare, skincare, bath and body products, professional hair products, and salon sty...",
        "gross_margin": "39.10%",
        "health_score": "63.44",
        "market_cap": "$23.12B",
        "name": "Ulta Beauty, Inc.",
        "net_margin": "9.29%",
        "pe_ratio": "19.11",
        "revenue_growth_qoq": "-4.05%",
        "revenue_growth_yoy": "11.16%",
        "revenue_scale": "$12.96B",
        "roic": "23.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ulta/",
        "ticker": "ULTA",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "source_id": "E1135",
      "source_type": "fundamentals",
      "ticker": "ULTA",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ulta/"
    },
    {
      "claim": "QBTS fundamentals snapshot: PE n/a; market cap/assets $10.88B; revenue scale $12.43M; revenue QoQ n/a; revenue YoY n/a; gross margin 55.40%; net margin -1561.38%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "D-Wave Quantum Inc. engages in the development and delivery of quantum computing systems, software, and services worldwide. It provides Advantage and Advantage 2 quantum computers; Ocean, a suite of open-source tools; and Leap quantum cloud service, a cloud-based service that pr...",
        "gross_margin": "55.40%",
        "health_score": null,
        "market_cap": "$10.88B",
        "name": "D-Wave Quantum Inc.",
        "net_margin": "-1561.38%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$12.43M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/qbts/+field-fallback:https://stockanalysis.com/stocks/qbts/",
        "ticker": "QBTS",
        "timestamp": "2026-08-28T13:41:35.946866+00:00",
        "valuation_score": null
      },
      "source_id": "E1136",
      "source_type": "fundamentals",
      "ticker": "QBTS",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:35.946866+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/qbts/+field-fallback:https://stockanalysis.com/stocks/qbts/"
    },
    {
      "claim": "CASY fundamentals snapshot: PE 38.74; market cap/assets $27.54B; revenue scale $17.56B; revenue QoQ 16.74%; revenue YoY 10.16%; gross margin 26.01%; net margin 3.56%; ROIC 11.57%; engine score health 50.11 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Casey's General Stores, Inc., together with its subsidiaries, operates convenience stores under the Casey's and Casey’s General Store names in the United States. Its stores offer pizza, donuts, hot breakfast items, and sandwiches; and beverages, tobacco and nicotine products. Th...",
        "gross_margin": "26.01%",
        "health_score": "50.11",
        "market_cap": "$27.54B",
        "name": "Casey's General Stores, Inc.",
        "net_margin": "3.56%",
        "pe_ratio": "38.74",
        "revenue_growth_qoq": "16.74%",
        "revenue_growth_yoy": "10.16%",
        "revenue_scale": "$17.56B",
        "roic": "11.57%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/casy/",
        "ticker": "CASY",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1137",
      "source_type": "fundamentals",
      "ticker": "CASY",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/casy/"
    },
    {
      "claim": "PANW fundamentals snapshot: PE 369.31; market cap/assets $311.26B; revenue scale $10.61B; revenue QoQ 15.73%; revenue YoY 19.51%; gross margin 67.55%; net margin -5.90%; ROIC 2.21%; engine score health 47.33 / valuation 23.08.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Palo Alto Networks, Inc. provides cybersecurity solutions in the Americas, Europe, the Middle East, Africa, the Asia Pacific, and Japan. It offers Prisma Access, a secure access service edge solution; Strata Cloud Manager, a network security management solution; and Prisma AIRS...",
        "gross_margin": "67.55%",
        "health_score": "47.33",
        "market_cap": "$311.26B",
        "name": "Palo Alto Networks, Inc.",
        "net_margin": "-5.90%",
        "pe_ratio": "369.31",
        "revenue_growth_qoq": "15.73%",
        "revenue_growth_yoy": "19.51%",
        "revenue_scale": "$10.61B",
        "roic": "2.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/",
        "ticker": "PANW",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "23.08"
      },
      "source_id": "E1138",
      "source_type": "fundamentals",
      "ticker": "PANW",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/panw/"
    },
    {
      "claim": "COIN fundamentals snapshot: PE n/a; market cap/assets $50.31B; revenue scale $5.53B; revenue QoQ -13.65%; revenue YoY -21.04%; gross margin 84.44%; net margin -29.46%; ROIC 0.31%; engine score health 38.75 / valuation 78.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Coinbase Global, Inc. operates platform for crypto assets in the United States and internationally. It provides the primary financial account in the crypto economy for consumers; a brokerage platform with a pool of liquidity across the crypto marketplace for institutions; and a...",
        "gross_margin": "84.44%",
        "health_score": "38.75",
        "market_cap": "$50.31B",
        "name": "Coinbase Global, Inc.",
        "net_margin": "-29.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-13.65%",
        "revenue_growth_yoy": "-21.04%",
        "revenue_scale": "$5.53B",
        "roic": "0.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/coin/",
        "ticker": "COIN",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "78.57"
      },
      "source_id": "E1139",
      "source_type": "fundamentals",
      "ticker": "COIN",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/coin/"
    },
    {
      "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $9.38B; revenue scale $595.97M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$9.38B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$595.97M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-08-28T13:41:36.394439+00:00",
        "valuation_score": null
      },
      "source_id": "E1140",
      "source_type": "fundamentals",
      "ticker": "AAOI",
      "tier": 2,
      "timestamp": "2026-08-28T13:41:36.394439+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260827-223728-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/"
    },
    {
      "claim": "HPQ fundamentals snapshot: PE 10.92; market cap/assets $26.76B; revenue scale $59.16B; revenue QoQ 8.81%; revenue YoY 8.14%; gross margin 18.79%; net margin 4.22%; ROIC 7.31%; engine score health 41.07 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "HP Inc. provides personal computing, printing, 3D printing, hybrid work, gaming, and other related technologies in the United States and internationally. The company operates through three segments: Personal Systems, Printing, and Corporate Investments. The Personal Systems segm...",
        "gross_margin": "18.79%",
        "health_score": "41.07",
        "market_cap": "$26.76B",
        "name": "HP Inc.",
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}