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TECH
ValidatedⓘEvidence tiers: Early signal = 1 uncorroborated signal — treat as radar, not a validated opportunity · Corroborated = 2-3 signals · Validated = 4+ signals across 2+ platforms. Every count appears exactly once, in the fact bar below — each traces to a real source post.
Validation Toolkit
In their words
"Building a dev tool and trying to figure out how people actually get their first users without an ad budget" — a builder, verbatim · sign in free to trace the source ↗
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
no ad budget
Competitor pricing
Competitor pricing · checked 2026-07-04
The rivals in the fact bar are verified shipping · no public pricing published yet — next check within 5 days.
How we checked
Where we searched
2 sources · GitHub (open-source check) · SaaS marketplaces
Verification funnel
31 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
21d ago · auto-refreshed every 30 days
Sign in to see the full opportunity
Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
28 posts on record
first post Sep 2022
▲ 13 in the last 30 days
Cumulative builder posts by original post date · 1 earlier post 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 5 of 25 signals on record — each insight links back to a real one.
4 reddit1 saastr