AI citation readiness audit
Become easier to understand and cite.
A focused review for organizations that want stronger foundations for Google AI Overviews, ChatGPT, Perplexity, Gemini, and other answer experiences without chasing gimmicks.
Brands with useful expertise but weak citation signals
Useful when content exists, but entity clarity, authorship, original evidence, or third-party corroboration is thin.
AI citation readiness priority map
Practical fixes across crawlability, entity authority, structured data, content evidence, and trusted mentions.
Scope
What gets reviewed.
Crawlable source quality
Indexable pages, internal links, helpful content depth, source transparency, and page freshness.
Entity and schema clarity
Organization, author, product, service, local business, article, and breadcrumb structured data alignment.
Citation-worthy evidence
Original research, examples, methodology, third-party mentions, trusted profiles, and external corroboration.
Offer details
What you get.
The AI citation readiness audit focuses on the durable inputs that make a source easier to crawl, understand, trust, and reference.
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