We scanned 105 business sites. Three had an answer AI could quote.
The short answer: we pulled the latest scan for each of the 105 domains that have run our engine and looked at one check, the answer block: does the page open with a passage an AI engine could lift verbatim? The check ran on 102 of the 105 sites. Three passed on every page we scanned. The other 99 had at least one scanned page with nothing clean to quote, and on 84 of those 99 the homepage itself was on the list. This is our own scan data, sites that chose to scan with us, not a sample of the web. The problem it shows is still worth your attention.
What we found
| Answer-block result | Sites | |---|---| | Passed on every scanned page | 3 | | At least one scanned page not quotable | 99 | | Check did not run | 3 | | Total | 105 |
Two honest footnotes on that table. First, 18 of the 99 carry an older "fail" grade from scans made before July 2026, when we retriaged severity so that fail is reserved for genuine breaks; under current grading those pages read as warnings, so we count them together. Second, all three passing sites were single-page scans. Passing one page is easier than passing forty. Nobody in this corpus passed a large site cleanly.
What is an answer block?
It is the first real paragraph after your main heading, read as an AI engine reads it: as a candidate quote. When ChatGPT, Perplexity, or Google's AI features answer a question, they assemble the reply from passages they can use with minimal surgery. A passage earns that use by being self-contained, specific, and attributable. A homepage that opens with "Welcome to our website, where quality meets service" gives an engine nothing. A homepage that opens with "We are a licensed plumbing company serving Lancaster County since 1998, with same-day service on residential repairs" gives it a complete, checkable sentence to work with.
The research basis is the GEO study (arXiv 2311.09735, later published at KDD 2024), which measured what actually lifts a page's visibility in generative-engine answers. The winners were not keywords or formatting tricks. They were substance signals: statistics, quotations, and cited sources. Adding attributed quotations produced around a 41 percent position-adjusted visibility lift in that study.
Does Google require a special format for this?
No, and we will not pretend otherwise. Google's own AI guidance (developers.google.com/search/docs/fundamentals/ai-optimization-guide) says verbatim that you do not need to create new machine-readable files, markup, or Markdown to appear in Google Search, including its generative features. There is no secret AI file and no magic sentence structure. What the research supports is plainer and harder: pages that open with a direct, specific, sourced answer get quoted, and pages that open with throat-clearing do not. That is a writing problem, not a technical one.
How do we score it?
Our engine grades the first substantial paragraph after the H1 on five components, each grounded in the study signals above, and shows you the arithmetic in every report. Presence of a real opening passage carries 30 points. Quotable specifics, meaning at least one number or named entity, carry 25. A quotation carries up to 15, with full credit only when it is attributed, because the study's lift was measured on attributed quotes. An outbound link to a cited source carries 20. A length-sanity band carries 10, and we label it in the report as a heuristic, not a documented rule. A page passes at 65 of 100. The full rubric is public at auditlamp.com/methodology.
Why do 84 homepages have nothing to quote?
Because homepages are written as brochures. The pattern across the 99 sites that missed is consistent: the opening is a slogan, a welcome, or a hero line built to look good over a background photo, and the first concrete fact about the business appears three scrolls down, if at all. A human visitor tolerates that. An engine extracting a passage does not scroll and infer. It takes the top of the page or it takes someone else's.
How do you write an answer block?
Open the page with two to four sentences that answer the question the page exists for, written so they survive being quoted alone:
- State what you are and what you do, with a specific. A place, a year, a number, a named service. Specifics are what separate a quotable claim from filler.
- Answer the page's core question directly. A pricing page opens with what things cost. A service page opens with what the service is and who it is for.
- If you cite a fact, name the source and link it. An unattributed number is a rumor. An attributed one is a quote an engine can pass along.
- Keep it self-contained. If the paragraph only makes sense after the reader has seen your navigation, your photos, or your previous paragraph, it will not survive extraction.
That is the whole technique. It costs a rewrite of one paragraph per page, starting with the homepage.
What this corpus is and is not
These 105 domains are self-selected: businesses and site owners who ran our scan, skewed toward trades, local services, and small firms. This is not a random sample of the web and we make no claim about global rates. What the data does show is that among ordinary business sites, sites much like yours, a quotable opening answer is rare. Three in 105 cleared the bar. The fix is unusually cheap for how rare it is, which is the kind of gap worth acting on. The full list of what we test is at auditlamp.com/what-we-check.
See what your own opening paragraph gives an AI to work with
Your site is either in the three or in the 99, and guessing is free but wrong half the time. Run a free Visibility Scan at auditlamp.com. It reads your pages the way the engines do and tells you, page by page, whether your opening answer is quotable or invisible.