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"forward4WeekPct": -0.37313602751307684, "forward13WeekPct": -17.786069784074222, "toDateReturnPct": 37.910078202951446, "weeksSince": 81, "availabilitySource": "reported", "spread": -56.00435737981431, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, {"date": "2025-05-16", "periodEnd": "2025-02-28", "earningsChangePct": 9.206896551724153, "surprisePct": 37.490935460478624, "immediateReturnPct": 20.55764576923447, "forward4WeekPct": 6.7492816960097235, "forward13WeekPct": 7.125470184501115, "toDateReturnPct": 47.21801786805595, "weeksSince": 64, "availabilitySource": "reported", "spread": -83.32263173609124, "key": "accepted_improvement", "status": "Positive four-week response", "tone": "positive"}, {"date": "2025-07-25", "periodEnd": "2025-05-31", "earningsChangePct": 4.357436059362163, "surprisePct": 10.465116279069774, "immediateReturnPct": -4.215783315082855, "forward4WeekPct": 4.588709386811551, "forward13WeekPct": -4.855961791269969, "toDateReturnPct": 32.92272292105611, "weeksSince": 54, "availabilitySource": "reported", "spread": -46.63746880890565, "key": "accepted_improvement", "status": "Positive four-week response", "tone": "positive"}, {"date": "2025-10-17", "periodEnd": "2025-08-31", "earningsChangePct": 2.8139183055975847, "surprisePct": 7.392996108949408, "immediateReturnPct": -13.009708737864079, "forward4WeekPct": -12.543689320388351, "forward13WeekPct": -9.126213592233013, "toDateReturnPct": 25.84466019417475, "weeksSince": 42, "availabilitySource": "reported", "spread": -33.01759188694592, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, {"date": "2026-01-23", "periodEnd": "2025-11-30", "earningsChangePct": 2.560329605650402, "surprisePct": 5.432098765432094, "immediateReturnPct": 6.517094017094016, "forward4WeekPct": -2.799145299145289, "forward13WeekPct": 6.8376068376068355, "toDateReturnPct": 38.482905982906004, "weeksSince": 28, "availabilitySource": "reported", "spread": -51.983183616229866, "key": "unrecognised_improvement", "status": "Non-positive four-week response", "tone": "opportunity"}, {"date": "2026-05-15", "periodEnd": "2026-02-28", "earningsChangePct": -6.599713055954104, "surprisePct": -17.10538468643207, "immediateReturnPct": -8.286852589641436, "forward4WeekPct": -8.0370737051793, "forward13WeekPct": null, "toDateReturnPct": 29.103585657370523, "weeksSince": 12, "availabilitySource": "reported", "spread": -46.13805177125977, "key": "accepted_deterioration", "status": "Negative four-week response", "tone": "negative"}, {"date": "2026-07-17", "periodEnd": "2026-05-31", "earningsChangePct": -24.454685099846387, "surprisePct": 15.686274509803914, "immediateReturnPct": 11.190022702345704, "forward4WeekPct": null, "forward13WeekPct": null, "toDateReturnPct": 14.950157462737689, "weeksSince": 3, "availabilitySource": "reported", "spread": -164.42726393919773, "key": "resisted_deterioration", "status": "Price resisted deterioration", "tone": "caution"}], "latestEvent": {"date": "2026-07-17", "periodEnd": "2026-05-31", "earningsChangePct": -24.454685099846387, "surprisePct": 15.686274509803914, "immediateReturnPct": 11.190022702345704, "forward4WeekPct": null, "forward13WeekPct": null, "toDateReturnPct": 14.950157462737689, "weeksSince": 3, "availabilitySource": "reported", "spread": -164.42726393919773, "key": "resisted_deterioration", "status": "Price resisted deterioration", "tone": "caution"}, "freshImprovementAwaitingConfirmation": false, "improvementConfirmationReversed": false, "summary": "Across completed four-week windows, 5 improving updates had a non-positive price response; 5 had a meaningful positive price response."}, "professional": {"peerContext": {"available": true, "cohort": "Software - Application", "population": 24, "spreadPercentile": 13.0, "qualityPercentile": 30.4, "rarityPercentile": 87.0, "currentOneYearSpread": -35.688175, "lead": "price", "relatedSignals": [{"tickerId": 5650, "symbol": "DDOG", "name": "Datadog Inc", "spread": -36.149132, "lead": "price", "quality": 87.5}, {"tickerId": 8215, "symbol": "SHOP", "name": "Shopify Inc", "spread": -19.092589, "lead": "price", "quality": 100}, {"tickerId": 5704, "symbol": "DOCU", "name": "DocuSign Inc", "spread": -58.60032900000001, "lead": "price", "quality": 75}, {"tickerId": 1111, "symbol": "DT", "name": "Dynatrace Holdings LLC", "spread": -75.202322, "lead": "price", "quality": 87.5}]}, "historicalOutcomes": {"available": false, "sampleSize": 0, "historyWeeks": 156, "horizons": []}, "transitions": [{"date": "2023-08-18", "key": "balanced", "label": "Broadly aligned", "tone": "neutral"}, {"date": "2023-10-13", "key": "confirmed_compounding", "label": "Confirmed compounding", "tone": "positive"}, {"date": "2024-07-19", "key": "expectations_ahead", "label": "Expectations ahead", "tone": "caution"}], "dataIntegrity": {"asOf": "2026-08-07", "exactReportDates": 13, "estimatedReportDates": 0, "coverage": 100}}, "alerts": [{"key": "quality_confirmed", "label": "Business quality supportive", "tone": "positive", "explanation": "Cash generation and operating evidence are broadly supportive."}, {"key": "expectations_stretched", "label": "Expectations stretched", "tone": "caution", "explanation": "Price has moved materially faster than delivered earnings power."}]}, "disclaimer": "Earnings intelligence is descriptive market research. It is not a forecast, recommendation or trading instruction."}