Learn how to measure AI Overviews and SEO without misleading rates. Use query sampling, repeated observations, citation formulas, GSC comparisons, and uncertainty labels.
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.
Compare the best AI visibility platforms with SEO capabilities across 6 criteria, including AI-answer tracking, GSC verification, diagnostics, workflow, and evidence limits.
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.
What llms.txt is, how it differs from robots.txt, and how to publish and check one. File presence and parseability only; not rankings or citations.
Why your brand mentions in ChatGPT, Claude, or Gemini are missing: a six-link diagnostic covering crawl access, indexation, citations, and sampled testing.
A practical guide to Google’s current paid-link policy, sponsored link qualification, and the backlink evidence site owners can verify.
Learn what a GEO score can measure today, what it cannot, and how TrustGrowth's GEO dimension scores structural readiness for AI extraction.