The 46-Point AI Visibility Audit
A full diagnostic of how ChatGPT, Claude, Perplexity, and Gemini see your brand — and a clear plan to fix what's costing you visibility.
Seven categories. Forty-six checkpoints. Nothing padded.
AI visibility testing
Brand recall, category, and competitor-comparison prompts, run across ChatGPT, Claude, Perplexity, and Gemini.
Technical crawler access
robots.txt status per AI crawler, JavaScript-rendering dependency, sitemap and llms.txt presence.
Content structure & extractability
Direct-answer formatting, FAQ/Organization/Product schema, header hierarchy, content freshness.
Entity clarity
Wikipedia, Wikidata, Crunchbase, LinkedIn, G2/Capterra presence and cross-source consistency.
Third-party citation footprint
Review-site mentions, "best of" listicles, Reddit/Quora presence, industry press coverage.
Competitive citation gap
Head-to-head prompt testing against named competitors, with structural and content gap analysis.
Narrative diagnosis
ICP clarity, positioning distinctiveness, cross-channel consistency — the expert read behind the data.