Build a Social Proof Aggregator for Shoppers
11/15The Opportunity
Spotted on Product Hunt · March 23, 2026
Amazon reviews are gamed—a browser extension surfacing real Reddit and YouTube takes converts skeptical buyers at scale.
Why these scores?
Demand (pain) scored 4/5 (very high) — how urgently people need a solution.
Willingness to pay scored 3/5 (strong) — evidence people would pay for this.
Market gap scored 3/5 (strong) — how underserved this space is.
Build effort scored 4/5 (very high) — feasibility for a solo builder or small team.
Who's Complaining About This?
“I never trust Amazon reviews anymore. I always check Reddit first and it takes 10 minutes I do not have.”
Score Breakdown
11/15How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.
How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.
How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.
Existing Solutions
There are some existing tools that partially address this problem, but none have captured the market. Current solutions tend to be too broad, too expensive, or missing key features that users are asking for.