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One number for how ready a page is to be selected by an AI engine — built from ten named dimensions, graded A–F, scored the same way every run so movement actually means something.
An AI engine doesn’t rank ten blue links and let the user choose. It picks a handful of sources, synthesizes an answer, and cites whoever it drew from. You are either in that answer or you are invisible — and position 4 tells you nothing about which.
Every page is graded on all ten. Some are read straight off your page; the rest we go and ask the engines about — live, every scan.
Core Intent · Edge Cases · Implied Questions · Fan-out Queries. An engine breaks one question into many. These four grade whether your page holds up across the whole spread — the obvious question, the follow-ups a reader would think of next, the awkward long-tail phrasings, and the variants the engine itself generates.
Retrievable · Extractable · Citable · Reusable. Excellent writing an engine cannot parse, lift, attribute or reuse earns you nothing. These four grade the mechanics: crawler access, structure and markup, whether a claim can be quoted cleanly with attribution, and whether the content survives being reused in a synthesized answer.
AIO Readiness · PAA Coverage. The two dimensions measured against live results: whether your page is shaped to be pulled into an AI Overview, and how much of the People Also Ask space around your topic you actually hold today.
A composite number tells you something is wrong. A grade per dimension tells you what to do on Monday morning.
No. Traditional SEO scores grade a page against ranking factors. The Prism Score grades a page against selection — whether an AI engine will choose it as a source and cite it. Half the dimensions are measured against live engine results, not against a static checklist.
Ten named dimensions, each graded independently and combined into one composite number. Nothing is hidden: every dimension is shown with its grade and the finding behind it, so you can see exactly which inputs produced the score.
Yes — scoring is deterministic. That is deliberate. If the number moved, something about the page or the live results moved, not the measurement.
Pages. Engines cite URLs, so Prism scores, grades and fixes at the URL level, then rolls up for reporting.
The useful comparison is against your own tracked competitors and your own last scan, both of which Prism reports. An absolute target across every industry would be exactly the kind of unverified benchmark this product refuses to publish.
Cards below are samples until the Insights index is populated.
How a composite, deterministic score keeps optimization honest — and comparable over time.
Separating real change from run-to-run variance when you re-scan on a cadence.
Structural patterns shared by pages that get pulled into an AI Overview.
A live walkthrough on your own site — your pages, your citations, your gaps across every AI surface.
Request a demo