Named in 6 of 42 patient-style AI prompts; cited as a top option only twice.
Sample AI Visibility Audit
Bright Smile Dental: AI visibility report
A realistic preview of the $99 deliverable: what answer engines say, where competitors win, which source signals are missing, and the first fixes that make the practice easier for AI systems to recommend.
Prompts with buyer intent where another local practice was recommended first.
Grouped into schema, source evidence, GBP, service content, and review signals.
Enough time to publish machine-readable proof and improve the next audit run.
Executive summary
Bright Smile is visible to patients, but not reliably visible to answer engines.
The practice has a real location footprint, positive reviews, and service pages for Invisalign, veneers, implants, and emergencies. AI systems still under-recommend it because the strongest evidence is scattered: key services are not reinforced with structured data, the Google Business Profile does not mirror the high-intent service language, and the site rarely answers comparison-style patient questions directly.
Buyer value
This report does not say “make more content.” It shows which prompts are losing, who is being named instead, what evidence those answers cite, and which fixes should be done first so a practice owner can act without hiring a full SEO agency.
Methodology
Patient questions, not vanity keywords.
We tested discovery, comparison, emergency, insurance, and treatment-readiness prompts across five answer surfaces. Each answer was logged with named practices, ranking order, cited or implied sources, confidence notes, and whether Bright Smile appeared as a clear recommendation, passing mention, or not at all.
Example high-intent prompt
“Who is the best cosmetic dentist near Lake Mary for Invisalign and veneers?”
Prompt-by-prompt results
Where Bright Smile appears, disappears, or gets outranked.
The paid audit includes the full prompt log. This sample shows the level of specificity: exact question, answer-engine behavior, competitor mentions, and recommended response.
Not namedChatGPT
Best dentist near Lake Mary for nervous patients and same-week appointments
- Bright Smile result
- Not mentioned in the answer or follow-up shortlist.
- Competitors named first
- Lake Mary Dental Care, Oakmonte Dentistry
- Why it matters
- Competitors have clearer anxiety-care copy and appointment availability signals.
Passing mentionPerplexity
Who should I compare for Invisalign in Lake Mary?
- Bright Smile result
- Mentioned fourth with no supporting detail or source citation.
- Competitors named first
- Lake Mary Orthodontics, Heathrow Dental Studio, Oakmonte Dentistry
- Why it matters
- The Invisalign page exists, but lacks FAQ depth, before/after proof, and review snippets.
NamedGemini
Emergency dentist open near me after work in Lake Mary
- Bright Smile result
- Named second because the site lists emergency dentistry and phone contact.
- Competitors named first
- Lake Mary Dental Care
- Why it matters
- Emergency visibility is a relative strength; add hours, appointment schema, and urgent-care FAQs.
Not namedGoogle AI answers
Affordable veneers dentist near Lake Mary with good reviews
- Bright Smile result
- Skipped; answer cited competitors and review-rich directory pages.
- Competitors named first
- Heathrow Dental Studio, Premier Smile Center
- Why it matters
- Veneer content needs price-range context, candidacy answers, and review language surfaced on-page.
Competitor visibility map
The practices AI systems trust more often.
| Practice | Mentions | Top recommendation | Likely evidence helping them | Bright Smile opportunity |
|---|---|---|---|---|
| Lake Mary Dental Care | 18/42 | 9 | Strong GBP categories, broad review volume, emergency service language, directory consistency. | Match emergency and family dentistry proof with direct service FAQs and LocalBusiness schema. |
| Oakmonte Dentistry | 14/42 | 6 | Clear cosmetic dentistry pages, financing references, and patient anxiety language. | Add anxiety-care and financing sections to Invisalign, veneers, and implant pages. |
| Heathrow Dental Studio | 11/42 | 5 | Cosmetic positioning, visual portfolio cues, and citations from local comparison pages. | Publish before/after proof blocks and answer “best cosmetic dentist” comparison prompts directly. |
| Premier Smile Center | 7/42 | 2 | Review snippets and affordability language surfaced on third-party pages. | Bring insurance, financing, and price-expectation content onto owned pages. |
Lake Mary Dental Care
Strong GBP categories, broad review volume, emergency service language, directory consistency.
Oakmonte Dentistry
Clear cosmetic dentistry pages, financing references, and patient anxiety language.
Heathrow Dental Studio
Cosmetic positioning, visual portfolio cues, and citations from local comparison pages.
Premier Smile Center
Review snippets and affordability language surfaced on third-party pages.
Answer-engine evidence gaps
What the engines could not confidently prove.
AI answers tend to cite or summarize public proof: service pages, review language, profile categories, FAQ answers, directories, and local authority mentions. These gaps explain why a real practice can be skipped even when it is a good fit for the patient.
Practice and service data is not fully machine-readable
Add Dentist, LocalBusiness, Service, FAQ, and Review schema where appropriate so engines can parse the practice, location, services, and proof.
Owned pages do not answer comparison prompts
The site describes services, but rarely answers “who is best for…,” “what does it cost,” “am I a candidate,” or “what happens next” in plain language.
Google Business Profile language is too generic
Categories, services, photos, appointment URL, and review prompts should echo the high-intent services answer engines are asked about.
Review proof is not mapped to service intent
Positive reputation exists, but there are few visible snippets tying reviews to Invisalign, veneers, implants, emergencies, anxiety, or affordability.
Prioritized fixes
What to do first, with impact and effort.
The goal is not a giant marketing project. It is a ranked list of concrete changes that improve how answer engines understand the practice, services, location, and proof.
ImpactHigh
EffortLow
Add LocalBusiness, Dentist, service, and FAQ schema to priority pages
Make the practice name, address, phone, appointment URL, services, hours, and concise patient answers parseable by answer engines.
ImpactHigh
EffortMedium
Rewrite Invisalign, veneers, emergency, and implant pages around patient questions
Add direct-answer sections for cost expectations, candidacy, timelines, anxiety, financing, and why a Lake Mary patient would choose this practice.
ImpactMedium
EffortLow
Align Google Business Profile with winning prompts
Update services, categories, appointment links, photos, and review-request language to reinforce cosmetic, emergency, and patient-comfort signals.
ImpactMedium
EffortMedium
Create a local comparison and trust page
Publish a transparent “choosing a dentist in Lake Mary” page that addresses reviews, specialties, appointment speed, insurance, and treatment fit.
ImpactMedium
EffortLow
Surface service-specific review snippets
Group existing reviews by treatment theme so answer engines can connect reputation proof to the exact service patients ask about.
30-day roadmap
A simple implementation path after the audit.
Instrument the basics
Publish schema, verify NAP consistency, update metadata, and make appointment/contact details unambiguous on priority pages.
Patch the biggest prompt losses
Rewrite the Invisalign, veneers, and emergency sections with direct answers, trust proof, and internal links from the homepage.
Strengthen local proof
Tune Google Business Profile services, add photos, seed review prompts, and publish service-specific FAQ blocks.
Re-test and prioritize month two
Run the same prompt panel again, compare mention share, and decide whether the next fix should target sources, reviews, or content depth.
What the buyer gets
A decision-ready report, not a teaser PDF.
The paid audit ships with a concise PDF and dashboard record: visibility score, full prompt log, named competitors, source evidence gaps, and prioritized fixes. Ask & Appear Monthly can then implement the highest-impact changes and rerun the audit so the owner sees whether AI visibility improved.