Visibility score42/100
Needs proof densityVisible in answers, weak as the recommended choice.
Visibility baseline
Appearing, but not winning.
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 a $99 deliverable that earns its price: a beautiful visibility report plus an action workspace with copy-ready fixes, schema starter assets, GBP prompts, owner tasks, and a re-test plan—not just a PDF of problems.
Lost recommendationsCritical
71%High leakage
Buyer-intent prompts where another local practice was recommended first.
Priority fixesWarning
9Focused sprint
Grouped into schema, source evidence, GBP, service content, and review signals.
Implementation assetsGood
12Ready to ship
Schema starter, GBP edits, review prompts, service FAQs, and re-test checklist.
Top 3 moves this week
The report starts with Monday-morning actions.
These are the first fixes a buyer can assign without reading the whole report. Each move includes owner, impact, effort, asset, and the expected visibility outcome.
WebmasterDay 1
Ship schema on priority pages
Make location, service, FAQ, appointment, and contact facts parseable on the homepage plus Invisalign, veneers, emergency, and implant pages.
Included assetJSON-LD starter + validation checklist
Expected outcome: engines can cite concrete practice/service facts instead of vague directory summaries.
Writer + ownerDays 2–4
Patch the highest-leakage service answers
Add direct patient-question blocks for Invisalign and veneers: candidacy, timeline, cost expectations, financing, and comparison guidance.
Included assetService-page copy brief + FAQ prompts
Expected outcome: move from passing mentions to top-three recommendations for cosmetic prompts.
Practice ownerDays 4–7
Align GBP and reviews with prompt demand
Update services, photo captions, appointment links, and review request language around anxiety, emergencies, Invisalign, veneers, and affordability.
Included assetGBP checklist + review request script
Expected outcome: stronger local proof for discovery and same-week appointment prompts.
Before → after target
Make the upside measurable before work starts.
The $99 report should not promise magic rankings, but it can define a realistic target range for the exact same prompt set after the priority repairs ship.
6 / 42→16–22 / 42
Target range after schema, GBP, and priority service-page patches are live and crawled.
2→8–12
Measured against the same patient-style prompts so the before/after comparison stays honest.
Weak→Citable
Owned pages, profile signals, and review snippets should support the claims engines repeat.
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 turns each visibility loss into a repair card: exact page to update, suggested copy block, structured-data starter, owner task, and the prompt that should be re-tested when the fix ships.
Why this is worth $99
The audit becomes a small implementation kit.
The buyer should finish the report knowing what to change today, what to hand to a webmaster, what to paste into their profile, and how to measure whether it worked.
Exact prompts and lost recommendations
Shows the buyer the questions patients are asking, whether they appear, who wins instead, and why the answer engine trusted that competitor.
Copy-ready fixes and webmaster tasks
Turns each issue into suggested page copy, schema fields, GBP edits, review prompts, and a clear owner vs. technical handoff.
Before/after prompt panel
Keeps the original prompt set so the buyer can rerun the same test and see if mention share, rank, and evidence quality improved.
Implementation brief preview
Every finding becomes a shippable task.
The report now shows what the buyer would hand to an owner, front desk, writer, or webmaster. That turns the audit from advice into a ready-to-execute sprint plan.
Schema and service-page patch
URLs, schema types, required fields, validation steps, and the exact prompt that should move after the change ships.
JSON-LD starter + QA checklistGoogle profile alignment pass
Services to add, photo captions to write, appointment-link checks, and the review language to start requesting this week.
GBP checklist + review scriptPatient-question content block
A ready outline for the missing Invisalign, veneers, emergency, or affordability answer section that AI systems can cite.
Copy outline + FAQ promptsMethodology
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
Intent: urgent + anxiousRank: absentSources: competitor proof
- Bright Smile result
- Not mentioned in the answer or follow-up shortlist.
- Competitors named first
- Lake Mary Dental Care, Oakmonte Dentistry
- Why we lost
- Competitors have clearer anxiety-care copy and appointment availability signals.
Recommended repairAdd anxiety-care language, same-week appointment proof, and GBP service/photo alignment.
Passing mentionPerplexity
Who should I compare for Invisalign in Lake Mary?
Intent: compare providersRank: #4Sources: weak owned proof
- Bright Smile result
- Mentioned fourth with no supporting detail or source citation.
- Competitors named first
- Lake Mary Orthodontics, Heathrow Dental Studio, Oakmonte Dentistry
- Why we lost
- The Invisalign page exists, but lacks FAQ depth, before/after proof, and review snippets.
Recommended repairPublish Invisalign comparison FAQ, review snippets, candidacy guidance, and FAQ schema.
NamedGemini
Emergency dentist open near me after work in Lake Mary
Intent: emergency visitRank: #2Sources: usable but thin
- Bright Smile result
- Named second because the site lists emergency dentistry and phone contact.
- Competitors named first
- Lake Mary Dental Care
- Why we lost
- Emergency visibility is a relative strength; add hours, appointment schema, and urgent-care FAQs.
Recommended repairTurn emergency strength into a re-test win with hours, booking URL, and urgent-care FAQ markup.
Not namedGoogle AI answers
Affordable veneers dentist near Lake Mary with good reviews
Intent: affordability + reviewsRank: absentSources: directories win
- Bright Smile result
- Skipped; answer cited competitors and review-rich directory pages.
- Competitors named first
- Heathrow Dental Studio, Premier Smile Center
- Why we lost
- Veneer content needs price-range context, candidacy answers, and review language surfaced on-page.
Recommended repairAdd veneer affordability guidance, service-specific review proof, and comparison-page copy.
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.
Interactive action panel
Click a losing prompt and get the repair kit.
This is the upgrade from “here is what is wrong” to “here is the exact mechanism to improve it.” The real buyer dashboard would save progress and rerun the prompt panel.
Service pageOwner + webmaster
Recover the Invisalign comparison prompt
Bright Smile exists in the answer, but the engine has too little proof to recommend it confidently for Invisalign and veneers.
Not startedCopy block pending
In progressWriter brief ready
Ready to re-testAfter publish
CurrentMentioned fourth with no source citation
TargetTop-three recommendation with FAQ and review proof
Do this first
In progress
Add a direct-answer section: cost range, candidacy, treatment timeline, financing, and how consultations work.
Not started
Place two review snippets or patient-proof bullets near the Invisalign CTA.
Ready next
Add FAQ schema for the five questions patients asked in the prompt panel.
Copy-ready starter
“Bright Smile Dental helps Lake Mary adults compare Invisalign, veneers, and cosmetic options in one consultation. We explain candidacy, expected timeline, financing paths, and when another treatment may be a better fit.”
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.
Resource library
Included assets make the next step obvious.
For a $99 product, perceived value comes from leverage. Each recommendation includes a small asset the buyer can use immediately or hand to whoever manages their website.
Patient-question service page outline
A section-by-section outline for rewriting a priority service page around answer-engine-friendly patient questions.
Hand to writer or webmasterLocalBusiness + Dentist schema starter
A field checklist and JSON-LD starter so the technical fix is concrete instead of vague “add schema” advice.
Paste into dev ticketReview request language by treatment
Short scripts that help future reviews mention the service, concern, and outcome answer engines look for.
Use at front desk30-day re-test tracker
Before/after prompts, expected signal change, page updated, date shipped, and next action if the answer does not move.
Measure progressWhat the buyer gets
A decision-ready report, not a teaser PDF.
The paid audit ships with a concise PDF plus an interactive improvement panel: full prompt log, named competitors, source evidence gaps, copy-ready resources, owner/webmaster tasks, and a 30-day re-test plan. Ask & Appear Monthly can then implement the highest-impact changes and rerun the same prompts so the owner sees whether AI visibility improved.