Most pages aren't ready for AI search.

AI models don't rank pages. They evaluate them — and most business content fails the evaluation quietly, without any signal that it's happening.

The Citation Readiness Check is a free diagnostic that shows exactly how AI systems like ChatGPT, Perplexity, and Google AI Overviews read your page, what they can extract, and what's stopping your content from being used in their answers.

No login required. Results in under a minute.

What You’ll Get

After you run a scan, you’ll get clear and easy to understand breakdown across the six factors that determine whether a page gets cited — or gets ignored.

Each factor comes with a plain-English explanation of why you scored that way and what’s holding the page back:

  • Can AI understand what this page is about? (Topical Relevance)
  • Does the source read as credible and trustworthy? (Authority & Trust)
  • Is the content current enough to be cited? (Freshness)
  • Can AI crawlers actually access and read this page? (Crawlability)
  • Is the page organized in a way AI can follow? (Structural Clarity)
  • Can AI pull a direct quote or passage from this content? (Quotability)

In our analysis of pages across industries, the average page has 6 specific, actionable issues identified. Most are fixable.

What Is Citation Readiness?

A diagnostic. A reality check. An explanation-first evaluation of whether your page is usable when AI generates an answer.

It’s not an SEO audit. It’s not a ranking report. It answers one question:

When Is Citation Readiness Most Useful?

Teams reach for this when:

  • Traffic is flat but content hasn’t changed — and no one can explain why
  • Competitors keep appearing in AI-generated answers, and you don’t
  • Content feels strong but gets no AI visibility
  • Someone in the room asks “why don’t LLMs mention us?”

It’s especially useful for pages built to educate and inform — blog posts, guides, explanation-heavy landing pages, and about pages where you’re making a case for credibility.

Run a Free Citation Readiness Check

Paste a URL. Get clarity.
Nothing else required.