What the Audit Covers
The AI-Readiness Audit has four components. First, entity mapping: how consistently and accurately AI models currently understand the brand. This involves querying multiple AI systems with the brand name and category queries to assess entity confidence and identify gaps or misrepresentations. Second, technical health: a crawl audit covering indexation, Core Web Vitals, schema completeness, canonical tags, robots.txt configuration, and sitemap accuracy. Third, AI citation gap analysis: which competitors are currently being recommended by ChatGPT, Gemini, and Perplexity for target queries, and why. Fourth, revenue conversion architecture: where current traffic is failing to convert and what structural changes would improve the yield.
The output is specific to the business being audited rather than a generic template, and is ranked by estimated revenue impact.
For context on what each component means, see What Is AI Visibility and What Is GEO SEO.