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Early signalⓘEvidence tiers: Early signal = 1 uncorroborated request — treat as radar, not a validated opportunity · Corroborated = 2-3 requests · Validated = 4+ requests from 2+ different people. Every count appears exactly once, in the fact bar below — each traces to a real source post.
Simplified Chatbot Conversations
In their words
"My AI chats kept going dumb after 20-25 turns" — a builder, verbatim · sign in free to trace the source ↗
What they tried & dropped
Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.
Pain, in numbers
Quantified only where a builder stated a real figure — no LLM estimates.
9 months of spare time
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
works with any modelkeeps tool outputs in working memory without saving them to permanent history
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $140-$200/mo · names — log in ↗
How we checked
Where we searched
2 sources · GitHub (open-source check) · SaaS marketplaces
Verification funnel
56 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
today · auto-refreshed every 10 days
Sign in to see the full opportunity
Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
3 tracked posts (1 ask · 2 product/news)
first post Jul 2026
▲ 1 in the last 30 days
Cumulative tracked posts (asks + products + news) by original post date · GapMine tracked communities — not search volume · every step traces to a real post in the evidence record (sign in to read them).
Evidence pool
1 source post on record — each insight links back to a real one.
1 reddit