What you are seeing
Separate readiness into four dimensions
Review Access, Discovery, Content, and Agentic readiness independently so a strong score in one area does not conceal a blocker in another.
Open full-size product screenshotAI website readiness audit
Make your website easier for AI to access and understand.
Check the technical access, discovery, content, and agentic signals that make public information easier to retrieve and interpret. Turn the evidence into a prioritized fix list for marketers and developers.
Website Audit
AI website audit
See what helps or prevents AI systems from understanding your site.
82/ 100
Strong
AI readiness score
The core access and discovery signals on attio.com are in good shape for AI systems.
Access89
AI crawlers can reach your priority pages
Discovery78
Structured navigation is mostly clear
Content78
Organization structured data needs review
Agentic readiness100
Robots.txt and sitemap checks completed
Priority fixes
1Add Organization schema to /aboutHigh impact
2Expose the sitemap in robots.txtReady to fix
3Check page indexabilityReview
4Review Organization and WebSite structured dataReview
5Add FAQ schema to CRM comparison pagesReady to fix
6Link orphaned integration pages from /appsReview
7Clarify product metadata for AI crawlersReady to fix
What is an AI website readiness audit?
An AI website readiness audit checks whether search and AI retrieval systems can access, discover, and interpret important public pages. It evaluates technical and content signals; it does not measure whether a brand is currently recommended or guarantee future inclusion.
Audit evidence
Use the score to open a prioritized implementation conversation.
The useful output is not the number alone. It is the group of findings and validation steps behind it.
What you are seeing
Inspect page-level product readiness
Open sampled product checks to review platform detection, sitemap coverage, indexability, Product and Offer structured data, and the issues repeated across templates.
Open full-size product screenshotHow it works
Turn a crawl into an evidence-backed fix list.
Give marketers and developers the same explanation of what failed, why it matters, and how to verify the repair.
- 1Step
Crawl the public site
Inspect accessible pages and core discovery files without requiring access to a private CMS.
- 2Step
Check access and discovery
Review robots rules, response behavior, sitemaps, indexability, canonicals, and redirects.
- 3Step
Inspect page interpretation
Evaluate visible structure, metadata, structured data, and entity clarity on sampled pages.
- 4Step
Prioritize findings
Organize evidence by severity, affected area, likely owner, implementation note, and validation method.
- 5Step
Rerun after changes
Validate that the technical signal changed rather than assuming the implementation worked.
Official guidance
Ordinary crawlability still underpins AI discovery.
No special schema or experimental file can replace accessible, indexable, useful website content.
- Crawler access
- Review robots rules, CDN or WAF behavior, authentication, and HTTP responses for relevant public pages.
- Discovery signals
- Use sitemaps, crawlable internal links, stable canonicals, and working destinations to support discovery.
- Visible information
- Keep important product and entity facts in readable page text instead of only scripts or screenshots.
- Structured data
- Use accurate markup that matches visible content. It clarifies information but does not guarantee an AI citation.
What a readiness audit cannot promise
Technical readiness can improve access and interpretation. It cannot guarantee indexing, ranking, citation, recommendation, or traffic from any search or AI system.
Official discovery guidance
Google says ordinary SEO foundations apply to AI features. OpenAI advises publishers who want ChatGPT Search eligibility not to block OAI-SearchBot. Neither source promises inclusion.
A shared backlog for marketing and development.
Agencies and consultants
Turn an audit into a scoped, evidence-backed recommendation clients can approve and developers can implement.
In-house marketers and developers
Separate strategic visibility work from concrete technical repairs, assign ownership, and rerun the audit after changes.
Continue from readiness to measured outcomes.
AI website readiness audit FAQ
No. It indicates that selected access, discovery, content, and agentic signals are in better shape. Inclusion and citation remain decisions made by external systems.
Google says standard SEO fundamentals apply and no special AI schema or AI text file is required. An llms.txt file is an optional community proposal, not a Google ranking requirement.
OpenAI advises publishers who want content eligible for ChatGPT search inclusion to ensure OAI-SearchBot is not blocked. Access still does not guarantee inclusion.
Findings should name the likely owner. Access, canonical, rendering, and sitemap issues often need development support; content clarity and entity issues may belong to SEO or content teams.
Find the blocker before investing around it.
Run a free website-readiness audit and leave with prioritized evidence your marketing and development teams can review.