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TECH
Early signalⓘEvidence tiers: Early signal = 1 signal · Corroborated = 2-3 · Validated = 4+ signals across 2+ platforms. Every count appears exactly once, in the fact bar below — each traces to a real source post.
AI Web Refund Tools
In their words
"My wife clicked a seller’s “track your package” link and landed on a third-party site demanding she create a free account" — 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.
bidirectional web filter
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $39/mo · names — log in ↗
How we checked
Where we searched
2 sources · GitHub · SaaS marketplaces
Verification funnel
33 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
today · auto-refreshed every 2 weeks
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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
2 posts 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
1 source post on record — each insight links back to a real one.
1 practicalecommerce