Your buyers increasingly ask an assistant before they ask you. AI website readiness is the measure of whether those systems can fetch your pages, understand what you do and quote you accurately. Most sites score far lower than their teams expect.
No install required for the free check · 30-day product trial after signup
AI readiness
acme.com · 42 pages checked
Top fix
14 product pages render pricing only in the browser — AI crawlers see an empty table.
The framework
Readiness is not a single score. It is five distinct capabilities, each with its own failure mode and its own fix.
Most AI crawlers do not run JavaScript. If your pricing, specs or answers only appear after hydration, they simply do not exist for the models describing you to buyers.
Entity clarity decides whether a model can state your category, product names, locations and differentiators without guessing — or hallucinating.
Answer engines quote passages, not pages. Coverage of the questions your market asks determines how often you appear inside an answer.
GPTBot, PerplexityBot, ClaudeBot and Google-Extended each behave differently. Knowing who reads what, how often, tells you where your visibility is real.
AI referrals, assisted sessions and returning crawlers connect readiness work to pipeline instead of leaving it as a technical checklist.
Methodology
We experience your site the way an AI crawler does, then translate what we find into a prioritised list of changes.
You need a defensible answer to 'are we visible in AI search?' that is grounded in observed behaviour rather than opinion.
Readiness scoring gives you a repeatable audit, a clear remediation plan and a before/after metric clients understand.
FAQ
AI website readiness measures how well AI assistants and answer engines can fetch, parse, understand and cite your website. It covers crawlability without JavaScript, structured data, entity clarity and whether your pages actually answer the questions buyers ask.
Technical SEO optimises for ranking in a list of links. AI readiness optimises for being understood and quoted inside an answer. Many sites rank well yet return almost no readable content to an AI crawler, because their content is rendered client-side or buried in components.
We fetch each important page the way most AI crawlers do — without executing JavaScript — then score the accessible content, structure, entities and answer coverage. Alongside this we track which AI crawlers actually visit, what they read and how often they return.
The free check returns a score for your homepage and key pages in under a minute. A full readiness report across your site is available inside the product during the 30-day trial.
Each finding maps to a specific fix — server-render this content, add this schema, answer this question on this page. After the fix, crawler return visits and AI referrals show whether it worked.