What an 80 on WritingBench or EQ-Bench establishes for a write, review, revise loop, and what it leaves open: version, judge, scale and truth.
Compare the best AI visibility platforms with SEO capabilities across 6 criteria, including AI-answer tracking, GSC verification, diagnostics, workflow, and evidence limits.
Domain rating high but no traffic? Learn what DR measures, why clicks diverge, and how to diagnose indexation, intent, CTR, and links in GSC.
Writing benchmarks score the writer. The AI reviewer that gates your article is mostly taken on trust. What we found when we measured our own gate.
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.
A practical guide to Google’s current paid-link policy, sponsored link qualification, and the backlink evidence site owners can verify.
An ai trust signals audit page ranks #9 with 14 impressions and 0 clicks. See the GSC data, what it proves, and a reproducible diagnostic method.