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"reported", "spread": -5.671568374858964, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, {"date": "2024-08-23", "periodEnd": "2024-07-31", "earningsChangePct": 2.0444978953698234, "surprisePct": 7.567567567567562, "immediateReturnPct": -5.153550731275002, "forward4WeekPct": -1.3067495411181573, "forward13WeekPct": -1.8874476672865903, "toDateReturnPct": -49.55245810250604, "weeksSince": 102, "availabilitySource": "reported", "spread": -6.062813737520656, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, {"date": "2024-11-22", "periodEnd": "2024-10-31", "earningsChangePct": 0.1767825574543469, "surprisePct": 5.932203389830514, "immediateReturnPct": -6.941718713389832, "forward4WeekPct": -6.466338107999114, "forward13WeekPct": -17.656924771066496, "toDateReturnPct": -52.15126472099993, "weeksSince": 89, "availabilitySource": "reported", "spread": -10.265637637221374, "key": "mixed", "status": "Mixed response", "tone": "neutral"}, {"date": "2025-02-28", "periodEnd": "2025-01-31", "earningsChangePct": 4.058823529411781, "surprisePct": 28.68217054263565, "immediateReturnPct": 8.553946143677393, "forward4WeekPct": 5.915433205459486, "forward13WeekPct": 33.486651458432945, "toDateReturnPct": -41.89100280021228, "weeksSince": 75, "availabilitySource": "reported", "spread": -0.05702741082129137, "key": "accepted_improvement", "status": "Positive four-week response", "tone": "positive"}, {"date": "2025-05-23", "periodEnd": "2025-04-30", "earningsChangePct": 10.005652911249285, "surprisePct": 6.782768102658114, "immediateReturnPct": 7.43719038211994, "forward4WeekPct": 13.555528988742903, "forward13WeekPct": -0.9993632104418504, "toDateReturnPct": -51.06548979447958, "weeksSince": 63, "availabilitySource": "reported", "spread": -9.652778404539276, "key": "accepted_improvement", "status": "Positive four-week response", "tone": "positive"}, {"date": "2025-08-22", "periodEnd": "2025-07-31", "earningsChangePct": 3.9054470709146916, "surprisePct": 3.3834586466165355, "immediateReturnPct": -7.545274397455448, "forward4WeekPct": -4.020983784854804, "forward13WeekPct": -7.304751994136371, "toDateReturnPct": -54.30103421290835, "weeksSince": 50, "availabilitySource": "reported", "spread": 7.590118375237381, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, {"date": "2025-11-21", "periodEnd": "2025-10-31", "earningsChangePct": 4.154302670623156, "surprisePct": 8.090614886731393, "immediateReturnPct": 0.1117132363270601, "forward4WeekPct": 1.342069161210624, "forward13WeekPct": -42.44411763437913, "toDateReturnPct": -50.64470017077207, "weeksSince": 37, "availabilitySource": "reported", "spread": 13.282755801507648, "key": "mixed", "status": "Mixed response", "tone": "neutral"}, {"date": "2026-02-27", "periodEnd": "2026-01-31", "earningsChangePct": -2.32668566001899, "surprisePct": 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"forward4WeekPct": -32.35798295165395, "forward13WeekPct": null, "toDateReturnPct": -17.239185750636132, "weeksSince": 11, "availabilitySource": "reported", "spread": 89.34410157005422, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, "freshImprovementAwaitingConfirmation": true, "improvementConfirmationReversed": false, "summary": "Across completed four-week windows, 5 improving updates had a non-positive price response; 4 had a meaningful positive price response."}, "professional": {"peerContext": {"available": true, "cohort": "Software - Application", "population": 23, "spreadPercentile": 86.4, "qualityPercentile": 29.5, "rarityPercentile": 86.4, "currentOneYearSpread": 88.44925400000001, "lead": "earnings", "relatedSignals": [{"tickerId": 8068, "symbol": "ROP", "name": "Roper Technologies Inc", "spread": 86.911982, "lead": "earnings", "quality": 100}, {"tickerId": 8912, "symbol": "WDAY", "name": "Workday Inc", "spread": 93.028559, "lead": "earnings", "quality": 87.5}, {"tickerId": 4623, "symbol": "ADSK", "name": "Autodesk Inc", "spread": 58.876487, "lead": "earnings", "quality": 87.5}, {"tickerId": 4084, "symbol": "TYL", "name": "Tyler Technologies Inc", "spread": 53.238041, "lead": "earnings", "quality": 100}, {"tickerId": 9096, "symbol": "ZM", "name": "Zoom Video Communications Inc", "spread": 51.524325000000005, "lead": "earnings", "quality": 100}, {"tickerId": 1502, "symbol": "FICO", "name": "Fair Isaac Corporation", "spread": 49.990011, "lead": "earnings", "quality": 87.5}, {"tickerId": 859, "symbol": "CRM", "name": "Salesforce.com Inc", "spread": 48.45734, "lead": "earnings", "quality": 100}, {"tickerId": 5160, "symbol": "BSY", "name": "Bentley Systems\u00a0Inc", "spread": 47.75872, "lead": "earnings", "quality": 87.5}]}, "historicalOutcomes": {"available": false, "sampleSize": 0, "historyWeeks": 156, "horizons": []}, "transitions": [{"date": "2023-08-18", "key": "balanced", "label": "Broadly aligned", "tone": "neutral"}, {"date": "2023-08-25", "key": "confirmed_compounding", "label": "Confirmed compounding", "tone": "positive"}, {"date": "2024-02-23", "key": "expectations_ahead", "label": "Expectations ahead", "tone": "caution"}, {"date": "2024-05-24", "key": "confirmed_compounding", "label": "Confirmed compounding", "tone": "positive"}, {"date": "2024-11-22", "key": "expectations_ahead", "label": "Expectations ahead", "tone": "caution"}, {"date": "2025-02-28", "key": "confirmed_compounding", "label": "Confirmed compounding", "tone": "positive"}, {"date": "2025-11-21", "key": "unrecognised_improvement", "label": "Earnings ahead", "tone": "positive"}], "dataIntegrity": {"asOf": "2026-08-07", "exactReportDates": 13, "estimatedReportDates": 0, "coverage": 100}}, "alerts": [{"key": "persistent_earnings_lead", "label": "Persistent earnings lead", "tone": "positive", "explanation": "Earnings power has led market price across several updates."}, {"key": "quality_confirmed", "label": "Business quality supportive", "tone": "positive", "explanation": "Cash generation and operating evidence are broadly supportive."}, {"key": "improvement_awaiting_confirmation", "label": "Fresh improvement awaiting confirmation", "tone": "opportunity", "explanation": "Earnings improved at the latest reported update, but market price remains below its pre-update level."}]}, "disclaimer": "Earnings intelligence is descriptive market research. It is not a forecast, recommendation or trading instruction."}