intermediate9 min read·Technical AEO

The Technical AEO Audit Checklist

A 45-point technical AEO audit verifies AI crawlability, rendering, page speed, schema implementation, llms.txt, sitemap, and AI bot log data.

Technical AEO Audit: A Complete 5-Category Audit Framework With Free Tools

A technical AEO audit is a systematic review of the technical factors that affect whether AI systems can find, read, and cite your content. It covers five areas: your structured data (schema markup), how easily crawlers can access your pages, your page speed scores, how your content is structured, and your expertise signals. Most technical AEO issues are invisible in normal website use but are critical for AI citation.

Technical AEO failures are often invisible from the user side but have significant impact on citation rates. A page that looks perfect to a human visitor may have JS-injected schema invisible to AI crawlers, a noindex flag from an unfixed dev flag, or a 1.2MB JavaScript bundle that causes crawler timeouts. The audit systematically surfaces these invisible issues.

For follow-on audits, see Log File Analysis AEO and Structured Data Rendering.

5-Category Audit Framework

Technical AEO Audit - 5 Categories

Category 1: Schema Audit

  • Run schema.org/validator on all key pages

  • Verify no validation errors or warnings

  • Confirm FAQPage schema exists on all FAQ pages

  • Confirm HowTo schema on all how-to pages

  • Check Article schema has datePublished, dateModified, author @id

  • Verify JSON-LD is in static HTML (not JS-injected)

  • Test with Google Rich Results Test (tests.google.com)

Audit Toolkit - All Free Tools

Technical AEO Audit Toolkit

schema.org/validator

Schema validation

Free

Paste page URL or raw JSON-LD. Validates schema type correctness and flags errors. Run on every page template monthly.

Google Rich Results Test

Rich result eligibility

Free

tests.google.com/search/rich-results - shows which schema types Google detects and whether they qualify for rich results.

Google Search Console

Crawl coverage + performance

Free

Coverage report shows indexed vs excluded pages. Performance filter by question queries (how, what, why). Core Web Vitals report for CWV status.

Screaming Frog

Technical crawl

Freemium (500 URLs free)

Crawl all internal links, check for broken links, duplicate titles, missing schema. Export schema data for bulk audit.

PageSpeed Insights

Core Web Vitals

Free

pagespeed.web.dev - run on 5 AEO page templates. Check Mobile score especially - most AI browsing is mobile User-Agent.

Bing Webmaster Tools

Bing/Copilot indexing

Free

IndexNow submission, Bing crawl stats, schema validation for Copilot.

Frequently Asked Questions

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