Sample report

What a Found in AI report looks like.

This is a complete sample report for a fictional dental practice. Every business, question result and number on this page is sample data, laid out exactly the way a real report is.

Sample report

Your practice (fictional)

Dental practice, sample city

Tracked questions: 25
AI tools: 5
Answers read: 125
Scan: 6 of 6

Every example on this site is a sample with fictional businesses. It shows what a report looks like, not a result anyone was promised.

Scorecard

Score, grade and trend.

The AI Visibility Score from 0 to 100, the letter grade, and six scans of history. The badge shows the change since the last scan.

AI Visibility ScoreSample data

MayJunJulAugSepOct

+4 since your last scan

Since your last scan

What changed.

Every report opens with this list, so you see the movement before the totals.

NewPerplexity now names and links you for “Family dentist that sees toddlers”.
NewGoogle AI Overviews now names you for “Which dentist near me takes Delta Dental?”.
CompetitorChatGPT named Competitor B for “Emergency dentist open on Saturday”. You were not named.
MissingPerplexity still names nobody for “Clear aligner cost at a local dentist”.
ScoreScore 57 to 61, grade C+.

Questions by AI tool

Five questions, five AI tools.

Each cell is one answer. A tick means you were named and linked, a dot means named, an exclamation mark means only competitors were named.

Sample: five of the tracked questions
Question	ChatGPT	Claude	Perplexity	Gemini	Google AI Overviews
Which dentist near me takes Delta Dental?	Named and linked	Named	Named and linked	Competitor named, you were not	Named
Emergency dentist open on Saturday	Competitor named, you were not	No business named	Competitor named, you were not	Competitor named, you were not	Named
Family dentist that sees toddlers	Named	Named	Named and linked	Named	Competitor named, you were not
Clear aligner cost at a local dentist	Competitor named, you were not	Competitor named, you were not	No business named	Competitor named, you were not	Competitor named, you were not
Dentist with sedation for anxious patients	Named and linked	Competitor named, you were not	Named	No business named	Named and linked

Named and linkedNamedOnly competitors namedNobody namedSample data

Leaderboard

Who the answers name.

The share of all tracked answers that name each business. Competitors are labelled A to D in every sample.

Share of tracked answers that name each businessSample data

Competitor A70%

Competitor B59%

You48%

Competitor C41%

Competitor D30%

Gaps

Competitor named, you not.

Each gap names the question, who was named instead, and what to publish so your website answers it plainly.

Emergency dentist open on Saturday near meNamed instead: Competitor A and Competitor B namedWhat to publish to answer itWhat Counts as a Dental Emergency, and How Our Saturday Appointments Work

How much do clear aligners cost at a local dentist?Named instead: Competitor C namedWhat to publish to answer itClear Aligners at Our Practice: What Affects the Price and What Insurance May Cover

Is there a dentist near me that does payment plans?Named instead: Competitor B and Competitor D namedWhat to publish to answer itHow Payment Plans Work at Our Office, Step by Step

Tracked questions

The questions behind the report.

A real report tracks up to 25 questions. Eight are shown here. Highlighted questions are ones where at least one AI tool named you.

Which dentist near me takes Delta Dental?
Emergency dentist open on Saturday near me
Best family dentist that sees toddlers
How much do clear aligners cost at a local dentist?
Dentist that offers sedation for anxious patients
Who does same-day crowns near me?
Dentist with evening appointments after work
Is there a dentist near me that does payment plans?

How to read this report

Start with what changed. Then look at the gaps, because those are the questions where a customer was given a competitor's name and not yours. The score and the leaderboard tell you the overall picture; the gaps tell you what to do next.

Nothing here is a promise. AI tools write their own answers, and no one can guarantee what they say. A report records what they said on the day of the scan.

Other trades

See a sample for your trade.

Each industry page carries its own sample questions, matrix and gaps.