family dental · Tarrow Bay
Quillmere Family Dental is mentioned in 8 of the 90 AI answers we read.
We asked 10 prompts a buyer in this market asks, 3 times each, on ChatGPT, AI Overviews and AI Mode.
Measured 12 Oct 2026. Audit measured 2 days ago.
Likely ranges: answers that mention you 5 to 17%, answers that cite your site 4 to 15%.
An answer that mentions Quillmere Family DentalAn answer that leaves it out
Where Quillmere Family Dental stands, prompt by prompt
Prompts where at least one answer writes the name.
Prompts where at least one answer offers it as an option or better.
Prompts where at least one answer recommends it.
Prompts where at least one answer gives it as its first choice. Only the current grading method reads a first choice.
Out of the 10 prompts measured, from 90 answers. Grading of the 8 answers that mention it: 8 by the current method.
Who the answers mention, on the same prompts
- Quillmere Family Dentalmentioned on 3 of 10
- Sprucewick Dental Comentioned on 9 of 10
- Sunmere Dental Carementioned on 8 of 10
- Wendlow Smile Studiomentioned on 7 of 10
Recommended is measured for the prospect only. A competitor's count is the prompts an answer mentions it on.
Why
Citation and source gap. 58 answers leave Quillmere Family Dental out, mention a competitor and cite other sites, most often smileratings.example (31), tarrowbaydentistguide.example (24), baysidelocalreviews.example (19).
Evidence: 58 answers. Shown at 3 or more answers.
The first intervention for Quillmere Family Dental
Evidence: Plausible- Observed gap
- On the 10 prompts measured, Quillmere Family Dental was mentioned on 3 and recommended on 1. Sprucewick Dental Co was mentioned on 9.
- Why it matters
- A buyer asking these prompts read 90 answers: 82 left Quillmere Family Dental out, and 64 of those mentioned a competitor instead.
- Likely cause
- Citation and source gap. 58 answers leave Quillmere Family Dental out, mention a competitor and cite other sites, most often smileratings.example (31), tarrowbaydentistguide.example (24), baysidelocalreviews.example (19).
- First recommended intervention
- Complete the profile on a review site answers cite. Claim and complete Quillmere Family Dental's profile on smileratings.example, correct its facts, and invite real customers to review under the site's own rules.
- Expected mechanism
- The review page is already read; a complete, correct profile gives answers facts to extract.
- What AnsEngine would measure afterwards
- Answers on each model that cite smileratings.example and mention Quillmere Family Dental. The rate read: answers that mention it, on 7 prompts on ChatGPT, AI Overviews, AI Mode.
Evidence for this kind of work: Plausible. Review pages are frequent sources and stale profiles carry wrong facts; the evidence that a complete profile lifts answers is weak (C41).
Model by model
| Model | Answers | Name you | Link your site |
|---|---|---|---|
| ChatGPT | 30 | · 5/30 | · 4/30 |
| AI Overviews | 30 | · 2/30 | · 2/30 |
| AI Mode | 30 | · 1/30 | · 1/30 |
Likely ranges, mention you: ChatGPT 7 to 34%, AI Overviews 2 to 21%, AI Mode 1 to 17%.
Likely ranges, cite your site: ChatGPT 5 to 30%, AI Overviews 2 to 21%, AI Mode 1 to 17%.
Who the answers mention instead
Out of the 82 answers that left you out.
- Sprucewick Dental Co38 of 82
- Sunmere Dental Care31 of 82
- Wendlow Smile Studio24 of 82
The sites they cite instead
Out of the 83 answers that did not cite your site.
- smileratings.example34 of 83
- tarrowbaydentistguide.example27 of 83
- baysidelocalreviews.example21 of 83
The prompts we asked
Each row is one prompt, and how many of its answers mention Quillmere Family Dental.
- “best family dentist in Tarrow Bay”0 of 9
- “family dentist near Quillmere in Tarrow Bay”4 of 9
- “dentist in Tarrow Bay taking new patients”1 of 9
- “best dentist for kids in Tarrow Bay”0 of 9
- “emergency dentist in Tarrow Bay open on Saturday”0 of 9
- “dental implants in Tarrow Bay with good reviews”0 of 9
- “affordable teeth cleaning in Tarrow Bay”0 of 9
- “dentist for clear aligners in Tarrow Bay”0 of 9
- “dentist in east Tarrow Bay with evening hours”3 of 9
- “who is the best rated dentist in Tarrow Bay”0 of 9
What this counts
Every answer is one reply from one model to one prompt, read as the model served it.
A number with 8 or more answers behind it shows a percentage and its count, and opens its likely range: where the true figure most likely sits. On paper the ranges print under the numbers. Fewer answers show as counts.
An answer mentions you when it writes your name. It cites your site when it cites a page on your domain.
Every answer that mentions you is graded for how it presents you: mentioned, offered as an option, recommended, or given as the first choice. A prompt counts once at least one of its answers does. Why is shown only where the answers hold enough evidence for it.
The market scan that found you read 120 answers and mentioned you in 0.