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.
⚠️ Established open-source player: mayswind/ezbookkeeping ⭐5,531 — A lightweight, self-hosted personal finance app with a user-friendly interface and powerful bookkeeping features.
19 rivals shipping (fact bar)how verified → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
17 builder posts asking · 16 different people (fact bar)see posts → demand is independently reported, not one person repeating themselves.
0 new tracked posts (all types) in the last 30 days vs 33 the month beforesee the curve → demand is cooling.
17 demand signals vs 19 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 37 days ago → conversation is quiet lately.
Signal history
148 tracked posts (17 asks · 131 product/news)first post Mar 20260 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 10 of the 148 tracked posts, picked as evidence — each insight links back to a real one.