How do I use the AI Search Readiness Checklist?

Go through each item and check the boxes as you verify them on your website. The completion percentage updates automatically. When done, copy the checklist summary.

Does completing this checklist guarantee AI search visibility?

No. This checklist covers best practices for AI search foundations. Completing all items improves your chances but does not guarantee citations, rankings, or AI visibility.

How often should I run this checklist?

Run it when launching a new site, after major site changes, or quarterly as a maintenance check. AI search practices are still evolving — revisit every 6 months.

AI Search Readiness Checklist — Complete Audit Checklist for AI Visibility

AI Search Readiness Checklist

Check each item as you verify it on your website. The progress bar updates automatically. When finished, copy your checklist summary.

0% 0 / 0 items checked

CORE FILES 0/3

Website has an llms.txt file accessible at the root URL

Website has a robots.txt file accessible at the root URL

Website has a sitemap.xml accessible at the root URL

STRUCTURED DATA 0/3

Pages include JSON-LD structured data (WebSite, FAQPage, Organization, Product, Article, or similar)

FAQ section has FAQPage JSON-LD markup

Organization or entity schema identifies the business

AI CRAWLER POLICIES 0/3

AI search crawlers are allowed (OAI-SearchBot, Claude-SearchBot, PerplexityBot)

AI training crawler policy is intentional (blocked or allowed by choice)

robots.txt does not block Googlebot or Bingbot

CONTENT & METADATA 0/4

Every page has a unique, descriptive title tag

Every page has a unique meta description

Key pages have Open Graph tags (og:title, og:description, og:type)

Canonical URLs are set correctly on all pages

CONTENT ACCESSIBILITY 0/2

Pages load without requiring JavaScript for core content

Important content is in HTML, not behind JavaScript or paywalls

Why This Checklist Matters

AI search systems use a different set of signals than traditional search engines. This checklist covers the files, metadata, and accessibility factors that affect how well AI systems can discover, understand, and reference your content.

Core files — llms.txt, robots.txt, and sitemap.xml are the three files that control AI crawler access and comprehension.
Structured data — JSON-LD helps AI systems parse content context without having to infer meaning from raw HTML.
Crawler policies — Making sure AI search crawlers can access your content is a prerequisite for appearing in AI-generated responses.
Content accessibility — AI systems can only reference content they can access. Paywalled or JavaScript-heavy content is harder for AI systems to use.

⚠️ No guarantees. Completing all items on this checklist does not guarantee AI search visibility, citations, or ranking improvements. It covers best practices for foundational AI search readiness.

AI Search Readiness Checklist

Checklist Summary

Why This Checklist Matters