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ECOMMERCE
Corroboratedⓘ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.
Ecommerce Search Booster
In their words
"We're in the home decor space with a lot of color variations per product so customers often search things like 'soft ivory' or 'deep taupe' but the search system doesn't understand those terms" — a builder, verbatim · sign in free to trace the source ↗
Pain, in numbers
Quantified only where a builder stated a real figure — no LLM estimates.
23% of searches returning zero results“around 23% are returning zero results”
almost 1 in 4 searches“almost 1 in 4 searches on my store returns nothing”
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
handle intent-based or attribute driven searchesunderstands attribute-based queries
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $19.9-$29/mo · names — log in ↗
How we checked
Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
24 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
28d 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
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
2 source posts on record — each insight links back to a real one.
2 reddit