AbandonAlpha PUBLIC SCAN PERMALINK • GRADE D

Naive-24h-Cron-Dunning — Verified AbandonAlpha Audit & CNN Sensor Report

Permanent public benchmark permalink for Naive-24h-Cron-Dunning. Graded D (44/100) via deterministic telemetry and Spectral Residual Visual Saliency + Checkout Friction Heatmap CNN (16ms).

Naive-24h-Cron-Dunning Verified Score Badge
CNN Tensor & Saliency Readout: Naive-24h-Cron-Dunning CNN ROI BBOX [0.12, 0.18, 0.88, 0.91] D • 44/100 SALIENCY Spectral Residual Visual Saliency + Checkout Friction Heatmap CNN (16ms) Tensor Readout: 42.0% Retry Collision Before 1st/15th Payday Deposit Primary KPI: 19.4% Recovery Only • Secondary: Issuer Block Triggered Action: Losing 43% of Recoverable insufficient_funds MRR
🔬 LIVE ONNX/CNN SENSOR WORKBENCH:
Naive-24h-Cron-Dunning → D (44/100) • 42.0% Retry Collision Before 1st/15th Payday Deposit

Deterministic & CNN Sensor Scorecard Matrix

Diagnostic DimensionMeasured ReadoutRemediation / ActionStatus
Overall Benchmark GradeD (44/100)Losing 43% of Recoverable insufficient_funds MRRWALL_OF_SHAME
Primary Vertical Telemetry19.4% Recovery Only • Issuer Block TriggeredCompare on Public LeaderboardVERIFIED
CNN Visual/Acoustic Tensor42.0% Retry Collision Before 1st/15th Payday DepositSpectral Residual Visual Saliency + Checkout Friction Heatmap CNN (16ms)DETERMINISTIC
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Stripe-Link-1ClickA+ Shopify-Plus-BanditA+ Linear-Annual-SplitA B2B-SaaS-Smart-RetryA Static-10Pct-Popup-StoreC Naive-24h-Cron-DunningD 14-Field-Legacy-CheckoutD
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Retry Schedule (.CSV)Stripe Worker (.JS)Dunning Cadence (.ICS)
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