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Validatedⓘ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.
SaaS Idea Finder
In their words
"I’m trying to figure out real problems people have in a space I’m interested in, before building anything" — a builder, verbatim · sign in free to trace the source ↗
What they tried & dropped
Quoted from the posts below — each quote is checked word-for-word against the stored post.
browsing niche forums
— "too often the problems are vague or people won’t pay"
verbatimsign in to trace ↗
Facebook groups
— "people assume I’m doing “AI market research” and shut down immediately"
verbatimsign in to trace ↗
Hard requirements
Summarised from the posts below. Miss one and they will not switch.
doesn't feel dishonest
Competitor pricing
Named rivals · prices not yet verified 🔒
Pricing collected · names — log in ↗
Open-source check · GitHub · 2026-10-31
🔵 5 open-source attempts, none above ⭐3 — no winner yet · verify ↗
How we checked
Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
53 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
3d ago · auto-refreshed every 3 days
Sign in to see the full opportunity
Every source post · named rivals · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
41 tracked posts (5 asks · 36 product/news)
first post Apr 2026
▲ 8 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
Top 7 of the 41 tracked posts, picked as evidence — each insight links back to a real one.
5 reddit2 ph