How to Audit a Page for AI Citation Readiness (Free AEO Audit Tool)

If you want to know whether ChatGPT, Perplexity, Claude or Google AI can actually read and cite a page, the only reliable way to find out is to fetch it the way each of those crawlers does and look at what comes back — not to guess from an SEO score, which is measuring something different. Here’s the actual process, using AI Page Audit as the AEO audit tool doing the fetching.

Step 1: Check raw crawler access first

Before anything else, confirm the crawlers that matter can even reach the page and receive meaningful content. Run a free LLM Access Check:

1. Paste the page URL.
2. The tool fetches it as Googlebot, GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot and Bingbot — each with its real user-agent — both desktop and mobile.
3. Read the element-by-element breakdown: header, navigation, main content, footer, images, structured data, each checked separately.

The single most common failure here isn’t a robots.txt block — it’s JavaScript-rendered content. Google renders your JavaScript before indexing. ChatGPT, Perplexity and Claude’s crawlers read the raw HTML response only. If your main content, your FAQ answers, or your product specs load client-side, Google sees a fully rendered page and every AI crawler sees an near-empty shell — from the same URL, at the same time. This single gap is worth checking before anything else, because no amount of content-quality work fixes it.

Step 2: Run the full weighted audit

Once you know the crawlers can actually receive the content, run a Full AEO Audit to see how well that content is structured for citation. This scores the page against a published checklist across six pillars — answerability, entity clarity, attribution and trust, structural readability, query matchability, and freshness — and returns:

• An overall score and letter grade, weighted by content category (a health page is weighted toward attribution/trust; breaking news toward freshness).
• A ranked list of fixes, each with a plain-English reason it affects AI citation and a concrete fix — not “structured data: 45/100” with no idea what to change.
• A desktop-vs-mobile and per-engine breakdown, so you can check a specific engine (ChatGPT, Perplexity, Claude, Google AI) on demand.

Step 3: Fix in order of impact, not in the order you found them

The ranked fix list exists because not every gap matters equally. A missing datePublished on a breaking-news page is often more decisive than a missing alt attribute on a decorative image. Work down the list in the order given rather than picking off whichever fix looks easiest.

Common high-impact fixes, in roughly the order they tend to matter:

1. Move JavaScript-rendered content into the initial HTML response (SSR or prerendering) if the access check flagged it — this is the one gap that makes every other fix pointless until it’s resolved.
2. Add or complete schema.org markup for the actual content type — Article, Product, Review, FAQPage, HowTo — with real values, not placeholder text.
3. Name a real author and cite real sources, not “our team” or “experts say.”
4. Add datePublished and dateModified, both in schema and visibly on the page, and keep them current.
5. State the direct answer early, before the supporting detail — a model extracting an answer favors the page that doesn’t make it scroll.

Step 4: Re-check after you ship the fixes

Because everything above is checkable from the outside, you can verify a fix actually landed the same way you found the gap — re-run the check against the live URL rather than trusting that a deploy “should have” fixed it. If you’re signed in, your saved reports track score history for the same URL over time, so you can see the actual delta, not just a new number with no context.

See also: What Is AEO? and AEO vs SEO vs GEO for the concepts behind why each of these checks exists.

FAQ

Is this free?

Yes — every account gets one free check. After that, buy a one-time credit pack for occasional use, or subscribe to Pro for volume. See /pricing for current rates.

Do I need to install anything on my site?

No. Paste a URL and the tool fetches it the same way the crawlers do — nothing to install, no tag to add, no waiting for a crawl.

Can I audit a competitor's page, or does it have to be my own site?

Either. The tool fetches any public URL the same way a crawler would; you don't need access to the site itself, just the URL.