Ranking gets you retrieved. Structure gets you quoted. This checks whether a live page is built so an AI system can extract a clean, attributable answer from it — or whether it has to guess.
Most AI visibility advice stops at access — let the crawlers in, add some schema. But retrieval systems do not read pages the way people do. They pull passages. A page can be fully indexed, technically clean and completely unquotable, because there is no self-contained passage worth lifting.
Long build-ups are fine for a reader who chose to be there. A retrieval system scanning for a direct response often finds preamble where the answer should be, and moves to a page that leads with it.
If understanding paragraph nine requires paragraphs one through eight, no passage can be lifted cleanly. Sections that stand alone get quoted; sections that depend on context do not.
Systems that cite prefer content they can attribute. An undated page with no named author and no outbound references is harder to stand behind, regardless of quality.
Weighting matters. A missing direct answer costs twice what a missing question-form heading costs, because it affects whether anything can be extracted at all.
Is the opening paragraph between 25 and 90 words — long enough to answer, short enough to lift? This is the single highest-weighted check because it determines whether extraction is possible before anything else matters.
Lists and comparison tables are the structures retrieval systems quote most readily. Prose-only pages lose to structured equivalents even when the prose is better.
At least three clearly labelled sections, so passages can be isolated. Wall-of-text pages give a model no boundaries to work with.
Headings phrased the way people ask match retrieval queries more directly than noun-phrase headings do.
Paragraphs over 120 words are penalised. Dense blocks force partial extraction, which produces worse quotes.
Structured data, a declared author, publish and modified dates, and links to primary sources. Pages that cite tend to get cited.
Enter a URL. We fetch it, strip navigation and boilerplate, then analyse the actual content structure against all nine checks and return the specific fix for each failure.
Reads the public HTML only. No crawling, no signup, nothing stored.
The page has a liftable answer, clear section boundaries and attribution. If it is not being cited, the problem is authority or access, not structure.
Extractable in parts. Usually one or two structural fixes away from strong — most often the opening paragraph or the absence of lists and tables.
A model would struggle to quote this page without distorting it. Restructure before adding more words; length is rarely the missing ingredient.
Whether your page is structurally capable of being quoted. That is a real and fixable constraint, and most pages fail it for reasons that take an afternoon to correct.
Whether anyone trusts you. Retrieval systems weight authority heavily, and no amount of formatting substitutes for being a source worth citing. Structure removes a blocker; it does not create standing.
We built this after publishing our own research on AI crawler access and realising access was only half the question. Getting let in is not the same as being worth quoting.
No. A conventional audit checks crawlability, speed and on-page signals for ranking. This checks whether the content itself can be lifted as an answer — a different question that traditional auditors do not ask.
Because extraction usually starts there. If the first substantial passage is preamble rather than answer, the system either lifts something unhelpful or moves on. Twenty of the hundred points reflects how often this single thing decides the outcome.
Structure is necessary, not sufficient. Retrieval systems weight source authority heavily. If a well-structured page is ignored, the constraint is almost certainly links and entity recognition rather than formatting.
Usually not. Long pages score badly more often than short ones, because length tends to come with buried answers and oversized paragraphs. Structure beats volume here, consistently.
It will not hurt, but since 2023 Google shows FAQ rich results only for government and health sites. Question-form headings in the actual content do more for extractability than FAQ markup does.
Fix extractability yourself in an afternoon. Authority takes longer, and that is the part worth getting help with.