Evaluate an AI-powered SEO tool for site access, Google Search Console evidence, diagnosis, content safety, and change verification without trusting unsupported scores.
Before an AI overviews tracker can show presence, Google must fetch your page. Learn the GSC method to verify reach, not rank or citation.
Do ChatGPT citations include your site? A reproducible fixed-prompt method with server-log corroboration, and the crawler user agents that precede a citation.
Run a Google Search Console SEO audit with first-party visibility evidence and separate rankings from trust, conversions, and AI retrieval.
Why do two AI visibility tools score the same site 0% and 33%? Prompt taxonomy, sample size, model scope, run date, and result-state handling explain the difference.
Compare the best AI visibility platforms with SEO capabilities across 6 criteria, including AI-answer tracking, GSC verification, diagnostics, workflow, and evidence limits.
An AI visibility score without error bars can't be verified — see why a mention rate needs its sample size and a 95% Wilson interval, with a worked example.
Branded vs unbranded AI prompts measure recall vs discovery. See why the ratio in your prompt set decides your AI visibility score before a single prompt runs.
We deleted ten unsubstantiated cadence claims from our marketing copy and shipped a CI test so they cannot return. Inside the marketing truth guard test.
Use an AI visibility checker to measure brand mentions, citations, retrieval, crawler access, and competitors across ChatGPT, Gemini, and AI search.
We submitted TrustGrowth to four software directories and measured what came back: publication lag, rel values, tracking-parameter handling, and cash. One followed link out of the cohort.
Why your brand mentions in ChatGPT, Claude, or Gemini are missing: a six-link diagnostic covering crawl access, indexation, citations, and sampled testing.