About Vouch
Vouch exists because AI-tool marketing pages are indistinguishable from one another, and most “best AI tools” lists are rewrites of those marketing pages. We publish measured scores instead: public arena data, sample-weighted review aggregates, verified pricing and consumer-trust records, combined by a published, versioned method anyone can recompute.
Who runs it
Minel Gunesoglu
Founder, Vouch
Founder of Vouch. Runs the scoring benchmarks and reads the community evidence behind every published score.
How the site makes money
Two ways, both disclosed. Some outbound links are affiliate links: buy through one and we may earn a commission at no extra cost to you. And vendors can pay to have a submitted tool reviewed sooner. Neither moves a score by a single point — anchors, weights and gates are fixed before scoring, and a paid submission that measures badly is published with its bad score.
Editorial rules
- Every published number is dated, sourced and reproducible from committed inputs.
- Unmeasured dimensions are labelled “not measured”, never estimated.
- Community quotes are real, dated and linked to their source.
- Stale scores are flagged and re-collected; discontinued tools are frozen out of rankings.
- No tool — sponsor or not — has ever seen its score before publication.