Site Audit · AI Visibility

What is an AI visibility (site) audit?

Anil Jwalanna Co-founder and CTO
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Last updated
The short answer

An AI visibility audit evaluates how ready your website is to be found, understood, cited, and recommended by AI answer engines — as opposed to how well it ranks on a traditional results page. It grades the structural and content factors that decide whether engines like ChatGPT, Perplexity, Gemini, and Google’s AI include and recommend you in their answers, and turns the gaps into a prioritized plan.

Why now

Why a traditional SEO audit isn’t enough anymore

A classic SEO audit checks whether your site is healthy for ranking on a results page: crawlability, broken links, page speed, title tags, duplicate content. Those things still matter — they’re the foundation. But they were designed for a world where being “found” meant appearing in a list of blue links a person then clicked.

That world is changing. More and more, buyers get a synthesized answer that names a few brands and recommends one, without ever visiting a results page. Whether you show up in that answer depends on factors a ranking-era audit never looks at: can the engine extract a clear answer from your page, does it trust you enough to cite you, and is your content structured so a machine can understand exactly what you’re about.

What it checks

What an AI visibility audit actually checks

An AI visibility audit looks at the signals that determine whether AI can find, parse, trust, and reuse your content. In practice that means a handful of factors:

  • Answer-first structure — whether your pages lead with a clear, extractable answer engines can lift.
  • Citability — whether the content genuinely, usefully answers the question well enough to be worth citing.
  • Entity clarity — whether it’s unambiguous what (and who) your content is about.
  • Schema — whether structured data tells engines what each page is.
  • Internal-link health — whether your pages connect so engines can reach and relate them.
  • Crawlability / AI-bot access — whether AI crawlers can actually get to your content.
  • Freshness — whether your cornerstone content is current, a signal engines reward.
The output

What you get out of it

A good audit doesn’t just hand you a number. It gives you a readiness grade, a breakdown of where you’re strong and weak, and — most usefully — a prioritized list of the specific things to fix, ordered by impact. The grade tells you where you stand; the plan tells you what to do.

Audit vs. monitoring

Audit vs. monitoring: a quick distinction

An audit grades your site’s readiness — the things you control on your own pages. That’s different from monitoring how AI actually answers about you across engines over time. You want both, and they work together: fix what the audit finds, then watch monitoring confirm the answer is moving your way.

Part of this cluster AI Visibility & AEO — the full framework
FAQ

An SEO audit checks what helps a page rank in search results. Ziply's audit checks what helps AI engines read, extract and cite a page — whether the answer comes first, whether claims carry sources, and whether AI crawlers receive the full page. Many fixes help both.

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