TECHValidatedⓘ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.
"I’ve tried offering AI receptionists to clinics and renovation companies, quote-generation tools to construction companies, and a bunch of other things, but nothing seems to work"
— 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.
27 rivals shipping (fact bar)see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
26 builder posts asking · 26 different people (fact bar)see posts → demand is independently reported, not one person repeating themselves.
34 new tracked posts (all types) in the last 30 days vs 36 the month beforesee the curve → demand is steady.
26 demand signals vs 27 shipping rivals → supply already outweighs demand — enter only with an edge.
0 willingness-to-pay quotes yet → no one has named a price — validate pricing before building.
last new signal 1 day ago → conversation is live now.
Signal history
149 tracked posts (26 asks · 123 product/news)first post Aug 2017▲ 34 in the last 30 days
Cumulative tracked posts (asks + products + news) by original post date · 6 earlier posts before this 12-month window carried into the baseline · 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 10 of the 149 tracked posts, picked as evidence — each insight links back to a real one.