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Real Report Examples · AI Answers

What an AI Answers Report Shows: A Plastic Surgery in Houston — Annotated

A real AI Answers measurement of a real market, anonymized the standing way: the subject's name and domain are masked, and everything else is exactly as measured — the real competitors the engines named, the real sources they cited, and every number. The report opens on its index: each row names one part, says what it holds, and shows the gold letters that live there; the legend on that page explains every letter. Open any tab to explore — the receipts, the tables, and the drill-downs are all live.

Sample Report·a real AI Answers measurement — real market, real competitors, real numbers·only the subject business's identity is masked

how to read thisWhen a buyer asks an AI assistant about your kind of business, does your name come up? We asked the answer engines this market's real buyer questions and kept every answer verbatim. Everything here is measured from those stored answers — and where we could not measure, it says so. This page is the map; each row below opens its part of the report.

AI Visibility · AIV1.3/ 100The 0–100 visibility reading, with its coverage.4 of 4 engines · 16 questions · measured Sep 25, 2026Overview →
ChatGPT2.114 of 16 questions
Claude016 of 16 questions
Gemini016 of 16 questions
Perplexity3.816 of 16 questions
Mention heat · every answer at a glance
ChatGPT
Claude
Gemini
Perplexity
one cell per question × engine — lit where you were named; every cell opens to its verbatim answerThe Answers →
Share of answer voicePlastic Surgery21.2%Dr. Henry Mentz11.8%Dr. Christopher Patronella11.1%your business is not among the named — a measured absenceShare of Voice →
Sources100domains cited by the engines · your site among themSources →
The gap, decomposedappears when this subject's Rank DNA read overlaps the named businessesThe Gap →
The trendlineone measured run — the trendline draws from the second run onwardTrend →
Solutions4Absent from the answerSolutions →
Overview ABJ
The 0–100 AI Visibility dial with its coverage, and the verdict at a glance — how visible this business is in this market's answers, measured.
Engines C
The same battery, engine by engine, each with its own question count — where you are visible and where you are absent.
Share of Voice DG
Every business this market's answers named, ranked by share — who owns the answers, and whether you are among them. Tap a name for its question-by-question pattern.
The Gap E
The measured site signals the named businesses carry beside yours — an association in this market, never a promise.
The Answers F
Every question, every engine, the verbatim answer one click deep — the receipts every number traces to. Filter by engine.
Sources H
The websites the engines cited while answering — whether your own site feeds this market's answers. Sortable.
Trend I
The reading over time, every point with its coverage — and the measured repeat-read band once it exists.
The Path
How each answer was built — the sources the engine pulled, who it named, and where you stood at every stage, or your measured absence.
Solutions
Every measured finding, ranked, with the exact fix and the exact cell that should move on your next run — and the proof when it does.

The legend — how to read this report

Each gold letter pins one element inside the tabs above — the index rows show which letters live where. Here is what each one is, and what it tells the owner of the business being measured.

A
The AI Visibility dial. The headline reading: 0–100, how visible this business is across the answer engines' responses to this market's real buyer questions, weighted by how people actually use the engines. It is a frequency across the whole battery — not a rank, and not a promise. One honest figure, with its context around it.
B
The coverage line. Every number here states how much measurement stands behind it: how many engines answered, how many questions were scored, which battery version asked them. A score without its coverage is a guess wearing a number's clothes — this line is why ours isn't.
J
The measured-date label. Answers change; a reading is a dated fact, not a permanent state. Every figure in this report carries the date it was measured, so it can never quietly pretend to be current.
C
Per-engine visibility. The same battery, engine by engine, each bar with its own question count. Engines differ — a business can be visible to one and absent from another — and the difference tells an owner where to look first. Gemini's lane is measured without live search and labeled exactly that; a failed engine is excluded from its denominator, never counted as a zero.
D
Share of answer voice. Of all the business names this market's answers mentioned, the share belonging to each. It answers the market-level question an owner actually asks: who owns this market's answers today — and am I among them?
G
The named businesses. Real competitors, really named — these are the names the answer engines are giving buyers in this market right now, ranked by their weight in the answers. Seeing who they are, and who is absent, is the report's ground truth.
E
The gap, decomposed. For the businesses the engines actually named, the measurable site signals they carry, beside the subject's own — structured data, identity on the page, content depth, whether AI crawlers can read the site at all. Each cell is measured or honestly absent. It is stated as an association in this market, never a recipe: no one can promise a place in an AI's answer, and we never do.
H
The sources behind the answers. The websites the engines cited while composing this market's answers. A domain listed here feeds the answers; the two splits — cited but not named, named but not cited — point at different conditions an owner can check on their own site.
F
A verbatim receipt. One question, one engine, the answer exactly as it came back — the subject highlighted gold where it appears (masked in this sample), every detected business marked, sources listed, dated. Every number in this report traces to receipts like this one; nothing is summarized into existence.
I
The trendline. The visibility reading, measurement over measurement, every point carrying its own coverage. The shaded band, when drawn, is the measured spread between repeat readings of this same battery — measured, never assumed; until it is measured, no band is drawn and the panel says so.

Related: all report examples · what AI answer visibility is, explained.