An AI readiness audit answers one question: can your site become a source for an AI answer, or will the algorithm pass it by even if it ranks well in regular results. It shows what gets in the way and what helps, from bot access to structured data, content format and the author byline.
AI readiness audit: a check of the technical and content readiness of a website so that AI tools and AI features in search can use its pages in an answer. The result is a list of findings by section, not a general “ready or not ready” score.
What is an AI readiness audit
The term is young and not standardized, so we define it by the list of elements we check, not by general talk about “visibility in AI”.
How it differs from an SEO audit and a technical audit
The technical base is shared, the focus is different. Technical and usability audits remain separate services, and they overlap with this audit on some items.
Three kinds of website audit: what is the difference
| Parameter | SEO audit | Technical audit | AI readiness audit |
|---|---|---|---|
| What it checks | Rankings, visibility, keywords, content | Indexing, speed, duplicates, rendering | Bot access, llms.txt, structured data, authorship, content format |
| When you need it | Before launching or revising a promotion strategy | Before technical fixes and a redesign | Before starting GEO, or just as a check |
| Result | A prioritized promotion plan | A list of technical errors by priority | A list of findings: what keeps the site from becoming a source for AI tools |
Who needs it and when
If your site has not been checked for a long time, if you plan GEO, or if your site ranks well on Google but nobody has checked whether AI tools can see it. The niche and the size of the site do not matter: the elements we check are the same.
How AI bots and AI tools actually read a site
Bot access: what robots.txt can and cannot do
According to Google Search Central, a page blocked in robots.txt can still end up in search if other pages link to it, and keeping a page out entirely takes noindex. In the audit we look for sections blocked by accident and for a missing noindex.
How AI crawlers differ from regular search bots
Crawlers identify themselves through the user-agent, the IP address and reverse DNS. There is no single official list of AI bots with shared rules, so we check general crawl access and the bots named in your robots.txt instead of guessing at names.
What the AI readiness audit includes
Definitions, structure and a format that is easy to quote
On key pages we look for a definition paragraph, clear headings, lists, tables and a question and answer block. An algorithm needs a self-contained passage, not a long paragraph with no subheadings.
Schema.org structured data
Google uses structured data to understand a page and recommends the JSON-LD format. We check which types are already in place (Organization, Service, Person, FAQPage, BreadcrumbList) and which are missing.
The llms.txt file: when it helps and why it is not required
Llms.txt is a community proposal, not an official search engine requirement. We note whether the file exists, but we do not present its absence as a critical error.
Authorship and E-E-A-T signals
According to Google’s guidance on helpful content, a reader should be able to tell who the author is and what their qualifications are, and invented profiles are a sign of low quality. We look at whether pages are signed by a real author.
Find out whether AI tools can see your site We will check bot access, structured data and content format for free and send you a list of specific fixes.
How we run the audit: stages
AI readiness audit stages
- 01
Bot access check
We look at robots.txt, indexing settings and any stray noindex.
- 02
Structured data check
We compare which Schema.org types are in place and which are missing.
- 03
llms.txt check
We note whether the file exists and whether it is set up correctly.
- 04
Content format analysis
We look for definitions, lists, tables and a question and answer block.
- 05
Authorship check
We assess whether pages are signed by an author with stated qualifications.
- 06
Report
We put the findings into a list in priority order.
What you get at the end
A prioritized list of findings in the same sections as the check: bot access, structured data, llms.txt, content format, authorship. We agree the document format individually.
Who the AI readiness audit is for
The audit is the first step before GEO optimization and AI search visibility work. It shows which pages to start with. It does not replace SEO but complements it with a view of a different channel.
Service websites and online stores
It is useful where customers ask an AI tool comparison questions while choosing. The audit shows whether key pages have enough definitions and comparison tables.
Businesses that have already invested in SEO
High rankings in the results do not guarantee a citation in an AI answer: format and self-containment of the content matter there. The audit checks that readiness separately.
For a broader review, consider a website SEO audit or a technical website audit. Every site is reviewed personally by Aleksey Borovikov, and examples of the approach are in the agency case studies. You can discuss a project through the project brief.
