The AI SEO Audit Checklist: 8 Checks to Prepare Your Site for AI Search

AI search engines like ChatGPT, Perplexity, and Claude are sending increasing traffic to websites they cite. But most sites aren’t optimized for AI discovery. This checklist covers the 8 things you need to audit to ensure AI search engines can find, understand, and cite your content.

The 8-Point AI SEO Checklist

1. AI Retrieval Bots Are Allowed in robots.txt

Check that your robots.txt doesn’t block the bots that power AI search results:

ChatGPT-User is allowed (powers ChatGPT browsing)
OAI-SearchBot is allowed (powers ChatGPT search)
PerplexityBot is allowed (powers Perplexity answers)
ClaudeBot is allowed (powers Claude web access)

How to check: Visit yoursite.com/robots.txt and look for Disallow rules targeting these bots. If there’s a blanket User-agent: * / Disallow: /, all bots are blocked.

Read more: Managing AI Crawlers in robots.txt

2. AI Training Bots Are Managed Intentionally

Decide whether you want AI companies using your content for model training:

GPTBot — OpenAI training (block if you want to opt out)
Google-Extended — Gemini training
CCBot — Common Crawl dataset
anthropic-ai — Anthropic training

Important: Blocking training bots doesn’t affect your AI search visibility. Only blocking retrieval bots does.

3. You Have an llms.txt File

yoursite.com/llms.txt exists and returns a 200 status
It includes your site name as an H1
It has a one-line description as a blockquote
It lists your 10–20 most important pages with descriptions

Read more: What Is llms.txt

4. Content Opens With Direct Answers

For each key page, check:

The main question is answered in the first 1–2 sentences
Specific facts are stated clearly (numbers, dates, thresholds)
The answer doesn’t require reading the entire page

AI search engines extract information from the beginning of relevant sections. Front-loaded answers get cited more.

5. Headings Are Structured as Questions

H2 and H3 headings are descriptive (not “Overview” or “Details”)
Where natural, headings are phrased as questions (“How long should a meta title be?”)
Headings match how people ask AI questions

Question-format headings match more AI queries and make content easier to parse.

6. Content Uses Structured Formats

Lists are used for step-by-step instructions and feature comparisons
Tables are used for data comparisons and specifications
Definitions are clearly formatted near the top of relevant sections

Structured formats are easier for AI to extract and cite than flowing paragraphs.

Read more: Content Citability Guide

7. Pages Have Structured Data

Article schema with datePublished and dateModified
FAQ schema for Q&A sections
HowTo schema for step-by-step guides
Author schema with sameAs links to social profiles

JSON-LD structured data makes your content machine-readable, helping both traditional and AI search.

Read more: Structured Data JSON-LD Guide

8. Content Contains Unique Information

Original data, research, or analysis that can’t be found elsewhere
Expert opinions from credentialed authors
First-hand experience (product reviews, case studies, experiments)
Specific, verifiable claims rather than general statements

AI search engines prioritize citing sources with unique information.

Scoring Your AI Readiness

Checks Passed	AI Readiness Level
0–2	Not AI-ready — significant work needed
3–4	Basic — accessible but not optimized
5–6	Good — competitive for AI citations
7–8	Excellent — well-positioned for AI search growth

Automate This Audit

Going through this checklist manually takes time, especially across multiple pages.

What seoutils.dev checks: Our free audit automatically evaluates AI crawler access (check #1–2), llms.txt detection (check #3), and content citability scoring (checks #4–6). Run an audit to get your AI readiness score instantly.

Run a free audit — no signup required.

This is the companion checklist to our Complete SEO Audit Checklist. Related: What Is GEO | How AI Search Engines Choose Sources.