AI visibility measurement: what to track, what to separate, and what not to promise
A practical model for separating answer presence, citations, source evidence, referral traffic, and business outcomes.
Updated July 27, 2026 · 11 minRead guide
Foremention Insights
Clear guidance for a category full of inflated claims.
Research-backed explanations of AI visibility, GEO, source intelligence, and the measurement boundaries that keep the work useful.
The 2026 SEO and GEO technical checklist for an AI-discoverable website
Crawlability, canonicals, sitemaps, structured data, internal links, AI search crawlers, measurement, and honest limitations.
Updated July 27, 2026 · 12 minRead guide
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