FailGold
Get paid when AI fails you
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
Capture, anonymize and submit AI failure sessions. Earn royalties when AI companies buy them. AI makes mistakes every day, and the people who find them get nothing. FailGold is a free Chrome extension: when AI tools fail, one click captures the chat and a screenshot. Personal info and secrets are removed in your browser before you send, and you preview everything first. Reviewers rate each failure, and when an AI company buys yours, you get 70% of the sale.
PH · launched Oct 23, 2026 · 2 upvotes (top 22%) · 0 views
Niche: ai token and inference cost trackers · 82 launches, 5 in the last 7 days · Explore this niche →
Category and tags
- Insurance
- Vertical SaaS
- B2C
- AI feature
- Commercial product
- Chrome Extensions
- Artificial Intelligence
- Money
Visit website ↗ Source listing ↗
More like this: all 82 launches in ai token and inference cost trackers →
Could you build this?
Yes The core is a Chrome extension that captures chat logs and screenshots, runs PII/secret redaction (regex and standard PII detection), and uploads submissions. Payments and royalties are standard Stripe-style plumbing. The hard part is commercial, not technical: getting AI companies to buy the data.
Competitors
Other products that read as similar to this one : 119 launches clear the similarity bar, closest 8 shown.
Attention rank: #29 of 120 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 344 days after the earliest competitor.
- three.dev · ph · 2026-11-12 · 131 upvotes · similarity 0.47
- PayPilot · ph · 2026-11-05 · 1 upvotes · similarity 0.46
- Lumni · ph · 2026-11-03 · 3 upvotes · similarity 0.42
- SmartTokenGuard · ph · 2026-09-14 · 1 upvotes · similarity 0.42
- Midwater · ph · 2026-10-19 · 2 upvotes · similarity 0.40
- Useful Work · ph · 2026-10-30 · 1 upvotes · similarity 0.40
- Inboxi · ph · 2026-11-09 · 1 upvotes · similarity 0.40
- Magma - AI labs will pay you to learn from your agent's mistakes · yc · 2026-08-14 · 37 upvotes · similarity 0.39
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.