Most AI visibility audits stop at a score. I wanted RecoProof to answer the commercial question behind that score: when buyers ask AI tools for products, why are competitors recommended instead of you?RecoProof tests a focused set of high-intent category, comparison, pricing, alternative, and fit questions. It retains the answers and citations across repetitions, keeps raw evidence separate from interpretation, and ranks proposed actions by evidence, value, confidence, and effort.It’s built for B2B SaaS teams. There is no ranking or inclusion guarantee—results are probabilistic, and exceptions pause for review.Free evidence check, sample report, and methodology: https://recoproof.com/I’d value feedback on one question: is source-level evidence more useful to you than a single AI visibility score?