PayPilot
AI dunning agent for failed subscription payments
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An AI dunning agent for failed subscription payments. It diagnoses why a charge failed, scores churn risk, picks a retry strategy from fixed rules, schedules the retry, and drafts the recovery email for a person to approve. Nothing is sent by default. Built with RAG, LangGraph, and FastAPI.
PH · launched Nov 5, 2026 · 1 upvote (top 65%) · 0 views
Niche: revenue and account recovery software · 80 launches, 5 in the last 7 days ▼ -55% · Explore this niche →
Category and tags
- Fintech
- Agent / copilot
- B2B
- AI-native
- Commercial product
- Productivity
- API
- SaaS
- GitHub
Visit website ↗ Source listing ↗
More like this: all 80 launches in revenue and account recovery software →
Could you build this?
Partial The workflow (retry scheduling, email drafting with human approval, Stripe integration) is buildable, but churn scoring and retry strategy need real payment outcome data to be meaningful. Without that data it is only rules.
What it would actually take: Build a backend (FastAPI) that ingests failed-charge webhooks from Stripe or another processor, classifies decline codes with rules, and schedules retries through a job queue. Draft recovery emails with an LLM and route them through an approval UI. The hard part is a churn-risk model trained on historical subscription and payment data, which requires access to a customer's billing history and someone with data science skills to validate it.
Competitors
Other products that read as similar to this one : 261 launches clear the similarity bar, closest 8 shown.
Attention rank: #124 of 262 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 370 days after the earliest competitor.
- PayRetry · ph · 2026-10-28 · 2 upvotes · similarity 0.49
- Recoura · ph · 2026-10-13 · 1 upvotes · similarity 0.49
- LastRetry · ph · 2026-10-07 · 1 upvotes · similarity 0.47
- PayTriage · ph · 2026-09-15 · 2 upvotes · similarity 0.47
- FailGold · ph · 2026-10-23 · 2 upvotes · similarity 0.46
- Lirova · ph · 2026-09-22 · 8 upvotes · similarity 0.45
- Rebounce · ph · 2026-10-09 · 2 upvotes · similarity 0.45
- OwePilot · ph · 2026-09-12 · 1 upvotes · similarity 0.45
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.