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Updated · 1h ago
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TECH ValidatedEvidence 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.

Productivity Tool Finder

7
signals found
see the posts →
5
platforms
which ones →
rivals · not yet verified
how we check →

Hard requirements

Non-negotiables stated by builders in their own words. Miss one and they will not switch.

freegood UI
Searching — running first competitor scan across 4 sources · check back soon

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Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts

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What the numbers suggest

rivals not yet verified (fact bar) how we check → treat any "open market" claim with caution until our competitor scan completes.
7 signals across 5 platforms (fact bar) see posts → demand is cross-platform & independently reported.
0 willingness-to-pay quotes yetno one has named a price — validate pricing before building.

Signal history

1 post on record since Jun 2026 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.

Evidence pool

Top 1 of 7 signals on record — each insight links back to a real one.

1 reddit

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