The SaaS AI-Visibility League
Buyers increasingly ask ChatGPT, Perplexity and Google for the best tool in a category, and read the answer instead of clicking ten links. So we ran the free Avantas audit on 36 well-known SaaS products and ranked them by how ready they are to be found, understood and cited by those answer engines. The results are not what most people expect.
Methodology.Each score is the Avantas AI-visibility index: a deterministic, rule-based audit of a site’s public homepage and well-known files, weighing seven signals (structured data, AI crawler access, answerability, comparison surface, entity clarity, content freshness and technical foundations). No opinion, no AI guesswork. Scores measure AI readiness, not product quality or endorsement.
Some well-known products render their homepage entirely in JavaScript, which returns almost no readable text to a crawler. Those cannot be scored fairly here and are omitted, though that same JavaScript-only rendering is itself a real AI-visibility problem. See the guide for why.
Run on public data. If you own one of these sites and want it removed or re-scored, email hello@avantas.ai.