Independent · measured
AI Visibility Teardowns
By Logan Adams, Founder Reviewed & updated Measurement-first: figures are median share-of-model with 95% confidence intervals. How we measure.
We measure a public brand's AI share-of-model across ChatGPT, Perplexity, Claude, Gemini, and Grok — 10+ runs per engine, with confidence intervals — and publish an honest, independent snapshot of where AI does and doesn't recommend them. Every figure is measured and sourced to our AI Visibility Index.
These are independent analyses of public data — not client engagements, and no affiliation with the brands analysed.
Curious what one looks like? Download an example teardown (PDF) → — an illustrative sample, not a real client.
Published teardowns
Independent teardowns are published here as we measure and the owner approves them — measured data only, one brand at a time.