Decision-Stage AI Visibility: The Engines Buyers Ask
Buyers ask AI which option to choose before they reach your site. Decision-stage AI visibility is whether you win that recommendation, not just appear.
Jul 12, 2026•21 min read
How AI-Ready Is Your Website?
One unified score for how AI search engines see your site. Combines bot access, structured data, llms.txt, and content quality into a single actionable report.
This tool runs our AI Crawl Checker and llms.txt Validator simultaneously, then synthesizes the results into 5 weighted categories. You get a 0-100 readiness score, a pentagonal radar showing your strengths and gaps, and a prioritized action roadmap to improve your AI visibility.
What we analyze
Bot Discoverability
Can GPTBot, Claude, Perplexity, and search engines access your site? Do you have a deliberate bot policy?
Structured Data
JSON-LD schema markup, Organization/Article types, navigation and rich schemas.
LLM Communication
llms.txt quality, structure, entity definitions, link coverage, and use policy.
Content Accessibility
Server-side rendering, title/description quality, and SSR framework detection.
Cross-Signal Readiness
How well your signals work together: structured data + llms.txt + bot access + SSR.
How We Score (100 Points Total)
Your AI readiness score combines data from our Crawl Checker (bot access, structured data, content quality) and llms.txt Validator (structure, entities, links) into five weighted categories.
Bot Discoverability
30 ptsStructured Data
25 ptsLLM Communication
25 ptsContent Accessibility
15 ptsCross-Signal Readiness
5 ptsGrade scale
A: 85-100B: 70-84C: 55-69D: 40-54F: 0-39
