AI Visibility Overview: From Brand Mentions to Citable Evidence
Understand AI visibility through five measurable stages: Reach, Readable, Retrieved, Recalled, and Impact. Learn what mentions and citations actually prove.
Understand AI visibility through five measurable stages: Reach, Readable, Retrieved, Recalled, and Impact. Learn what mentions and citations actually prove.
Learn how to measure AI Overviews and SEO without misleading rates. Use query sampling, repeated observations, citation formulas, GSC comparisons, and uncertainty labels.
Domain rating high but no traffic? Learn what DR measures, why clicks diverge, and how to diagnose indexation, intent, CTR, and links in GSC.
A self-auditing TrustGrowth case study reports DataForSEO’s 8 referring domains for trustgrowth.ai on 2026-08-17 versus an earlier recorded 1, without claiming remediation, ranking, or traffic causation.
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.
Our own product scored our five-month-old site 73/100 with zero clicks and seven referring domains. Here's why that number meant nothing, and what we replaced it with.
A practical guide to measuring E-E-A-T and separating data-driven signals from editorial judgment.