ECOMMERCEValidatedⓘ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 manually checked competitor apps before and found the annoying part wasn't noticing that something changed. It was figuring out exactly what changed"
— 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.
several Profit & Loss tracking app — "not good enough to report accurate profit and integrate Facebook and other marketing channel properly"verbatimsign in to trace ↗
Quantified only where a builder stated a real figure — no LLM estimates.
2,000 SKUs“we had to manually match 2,000 SKUs”
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
works with Shopifyintegrate all marketing channeladd properly cost of good sold and others costs itemreliably without needing a lot of setup or technical workgetting alerts when something actually changesself setup experience
18 rivals shipping (fact bar)see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
9 builder posts asking · 9 different people (fact bar)see posts → demand is independently reported, not one person repeating themselves.
14 new tracked posts (all types) in the last 30 days vs 8 the month beforesee the curve → demand is rising.
9 demand signals vs 18 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
50 tracked posts (9 asks · 41 product/news)first post Feb 2022▲ 14 in the last 30 days
Cumulative tracked posts (asks + products + news) by original post date · 2 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
10 source posts on record — each insight links back to a real one.