E-commerce · First seen May 1, 2026 · Updated Oct 27, 2026
High-precision unbiased search for high-value marketplaces
- Overall
- 60
- Competition
- High
- Momentum
- +184%
- Signals
- 91
The gap
Shoppers across various marketplaces struggle with biased search results and ineffective filters. Current apps like Amazon Shopping and Zillow prioritize promoted content over relevance and lack granular attribute filtering.
What people say
“Too general in specifics. It used to have 126 different search criteria. Not especially as user friendly as it was.”
Search criteria have been reduced, making it harder to find specific items compared to previous versions.
Google Play reviews90 more complaints, each linked to its source, with Pro (coming soon). Free accounts see them on the day's free picks.
Existing products
See the 36 products people complain about here, with ratings and weak spots. Free with an account.
Scores
Requires scraping or API access to marketplaces, but the core logic is a filter/search layer.
Computed from the signals below (formula v2), Oct 27, 2026.
Overall opportunity
60/100
Ranked #46