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CLUSTER FAILED-BUSINESSES-DUNNING · 18 ENTRIES · EARLIEST ENTRY 2026-09-01

AI revenue recovery tools

This cluster of 13 products focuses on AI-powered platforms that detect failed payments, abandoned checkouts, and other revenue losses, diagnose causes, and execute recovery actions automatically. The dated history before the index start is too thin to read a shape from -- only three dated entries exist, so the cluster predates the index or its members are undated. The activity signal shows dejavu-payments-agent with 4 stars leading, while other members have 0 stars.

Entry timeline

ENTRY TIMELINE

FEB 2026: 1JUN 2026: 2AUG 2026: 2SEP 2026: 11OCT 2026: 2
FEB 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 4 hand-coded · 12 unlabelled

Operator · 4 hobby · 4 indie · 1 commercial · 9 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 18 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01dejavu-payments-agent4★11 days—hobbyAI agent that diagnoses failed payments using past case history and alerts payment operations teams about likely recurring failures.
  2. 02Google_AlmostAISold0★4 days—AI-powered revenue recovery platform that identifies why customers abandon purchases and simulates strategies to recover lost revenue.
  3. 03CloseFlow0★6 days—commercialAI-powered platform that helps local service businesses recover revenue by automatically following up on missed opportunities.
  4. 04frictionguard-1★1 molivehobbyWeb app that recovers failed e-commerce checkouts by diagnosing payment errors with AI and executing policy-approved retry or alternative-payment actions.
  5. 05AI-Revenue-Recover0★1 mo—AI-powered tool that recovers lost revenue for businesses.
  6. 06RecoverAI0★1 moliveai-builtindieAI-powered app that helps merchants recover failed payments, abandoned checkouts, and overdue invoices to win back lost revenue.
  7. 07revenue-recovery-ai0★1 mo—AI application that helps businesses recover lost revenue through automated analysis and outreach.
  8. 08Revenue-Recovery-Engine0★1 moliveAI-powered revenue recovery platform that identifies failed payments, prioritizes at-risk transactions, and tracks recovered revenue for merchants.
  9. 09Vasuli0★1 mo—hand-codedindieAn AI-powered platform that detects failed payments, diagnoses causes, and automatically executes recovery actions via voice calls or emails.
  10. 10airevenuerecovery0★1 mo—hand-codedAI-powered revenue recovery system that detects revenue at risk, diagnoses causes, and executes recovery actions with an audit trail.
  11. 11REVIVAL0★1 mo—hobbyAutonomous payment recovery agent that recovers failed digital checkouts by evaluating evidence and executing merchant-approved recovery actions.
  12. 12Recover0★1 mo—AI agent that detects failed online payments, identifies failure patterns, and generates recovery actions for businesses.
  13. 13Recov-AI0★1 moliveWeb app that uses AI to detect and prevent revenue loss for businesses.
  14. 14missed-call-saviour--ready1★4 mo—SaaS platform that detects missed business calls and automatically triggers AI-driven messaging, payment, or scheduling workflows to recover lost leads.
  15. 15ResolveBite0★2 molivehobbyAI-powered restaurant complaint resolution platform that triages multi-channel requests, verifies evidence, prevents refund leakage, and routes high-risk cases to owners.
  16. 16auto-shop-reactivation-saas0★3 mo—hand-codedindieSaaS for auto repair shops to recover declined work by sending AI-personalized SMS outreach to customers.
  17. 17invoicechaser0★3 molivehand-codedindieAI tool that generates professional invoice chasing emails based on days overdue and provides recovery audits.
  18. 18BIROQ+Blackridge Free Audit0★unknownliveai-builtLead recovery and business automation platform that converts lost opportunities into revenue through intelligent, secure workflows.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.