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’m trying to find a better way to track competitors because my current setup is just bookmarks, spreadsheets, and manually checking different websites"
— 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 ShopifyShopify compatibilityintegrate 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 changes
19 rivals shipping (fact bar)see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
11 builder posts asking · 11 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 14 the month beforesee the curve → demand is steady.
11 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 3 days ago → conversation is live now.
Signal history
76 tracked posts (11 asks · 65 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
Top 10 of the 76 tracked posts, picked as evidence — each insight links back to a real one.