AI Visibility Audit

Advanced Center for Cosmetic Dentistry · St Petersburg, FL · 2026-04-06
AI VISIBILITY SCORE
38/100
poor
ChatGPT
4/20
queries cited
Perplexity
9/20
queries cited
Google AI Overview
4/20
cited / 8 triggered
Domain Rank
170
DataForSEO
Backlinks
333
132 referring domains
Ranked Keywords
699
organic positions
Schema Score
0/25
0 types found

AI Visibility Score: **38/100** (POOR)

ComponentScoreDetail
AI Platform Citations7/2517/60 queries cited
Schema Markup0/250 schemas found
AI-Weighted Backlinks20/25132 referring main domains
Content Citability11/25Perplexity in-content + in-sources signal

Headline Findings


Section 1 - ChatGPT Visibility (4/20)

Cited In:

> plants, and veneers, committed to high-quality patient care and comfort.

[RM Advanced Center for Cosmetic Dentistry: Roberto Macedo, DDS, MS, PHD](https://www.advancedcenterforcosmeticdentistry.com/?utm_source=openai)

**Closed · Cosmetic denti...

> veneers, crowns, and Invisalign. Located at 900 Carillon Pkwy Suite 307.

[RM Advanced Center for Cosmetic Dentistry: Roberto Macedo, DDS, MS, PHD](https://www.advancedcenterforcosmeticdentistry.com/?utm_source=openai)

**Closed · Cosmetic denti...

> dcenterforcosmeticdentistry.com/?utm_source=openai))

Dr. Macedo's practice, RM Advanced Center for Cosmetic Dentistry, has received numerous accolades, including the 2021 and 2022 People's Choice Best of the Best awards from the Tampa Bay Times. ([a...

> ## [RM Advanced Center for Cosmetic Dentistry](https://www.google.com/maps/search/RM+Advanced+Center+for+Cosmetic+Dentistry+St.+Petersburg?utm_source=openai)

The RM Advanced Center for Cosmetic Dentistry, led by Dr. Roberto Macedo, DDS, MS, PhD, is...

Absent From:

...and 6 more


Section 2 - Perplexity Visibility (9/20)

In response: 9/20 | In sources only: 0/20

Cited In:

> h different strengths and specialties.

Dr. Roberto Macedo, DDS, MS, PHD at Advanced Center for Cosmetic Dentistry is recognized as offering complete dental services focused on creating beautiful, natural-looking smiles[6].

**Dr. Luis Martinez, ...

> d accepts new appointments at locations in both Largo and St. Petersburg[7].

Advanced Center for Cosmetic Dentistry with Dr. Roberto Macedo specializes in restoring healthy, complete smiles through quality implant dentistry services[4].

**St Pe...

> ervices for St. Petersburg patients.[3]

> ez DMD; one patient at a time with advanced tech.[5] | St. Petersburg.[5] |

**Advanced Center for Cosmetic Dentistry**High-quality porcelain veneers by award-winning smile designer.[9]Dr. Roberto Macedo, DDS, MS, PhD; exceptional cosmetic exp...

> Petersburg under Dr. Deborah Lowry, provides cosmetic veneer procedures[8].

Advanced Center For Cosmetic Dentistry under Dr. Roberto Macedo offers high-quality cosmetic veneers and can be reached at (727) 345-2064[9].

Most practices offer consu...

> ntraoral exams, Epworth Sleepiness Scale; refers to sleep specialists.[4] |

**Advanced Center for Cosmetic Dentistry** (Dr. Roberto Macedo)St. Petersburg, FL(727) 345-2064Expert treatment for symptoms like fatigue.[6]

> Roberto Macedo Dentistry (Advanced Center for Cosmetic Dentistry) at 7801 38th Ave N, Saint Petersburg, FL 33710, has an in-house dental lab with a master ceramist who handcrafts porcelain veneers and other restorations.[1][6][8]

This practice, ...

> do, a prosthodontist specializing in cosmetic dentistry and implants at the Advanced Center for Cosmetic Dentistry in St. Petersburg, FL, receives overwhelmingly positive reviews, with ratings averaging 5/5 stars across 113 reviews on his pra...

> Advanced Center for Cosmetic Dentistry (also known as RM Advanced Center for Cosmetic Dentistry) is a dental practice in St. Petersburg, Florida, specializing in cosmetic dentistry, prosthodontics, implants, veneers, crowns, bridges, and smile de...


Section 3 - Google AI Overview (4/20 cited, 8/20 triggered)

AI Overview cited:

Sources: stpeteimplantcenter.com, stpeteoralsurgery.com, contemporaryperio.com

Sources: 4thstreetfamilydentistry.com, taguedentalcare.com, 4thstreetfamilydentistry.com

Sources: stpetegentledentist.com, dentalphobics.com, stpetedentist.com

Sources: carillonparkdental.com, advancedcenterforcosmeticdentistry.com, keenanfamilydental.com

AIO triggered but did NOT cite us:

Sources cited instead: m.yelp.com, tampacosmeticdentist.com, edatampa.com

Sources cited instead: gordonekruegerdds.com, stpetedentistry.com, maidentistry.com

Sources cited instead: baydentalfl.com, m.yelp.com, smidental.net

Sources cited instead: drferrera.com, tampabayos.com, m.yelp.com

Organic positions for AI-tested queries:


Section 4 - Google Maps Pack (0/5)

Missing from:


Section 5 - SEO Foundation

Top 20 Ranked Keywords

#KeywordPositionVolumeCPC
1dental implants in near me46135000$29.85
2dentist for whitening teeth1549500$7.01
3dentist that whiten teeth7249500$7.01
4crown porcelain2327100$11.32
5dental crowns porcelain8027100$11.32
6mouth guard for sleeping apnea5527100$5.32
7porcelain caps10927100$11.32
8what is caps for teeth9327100$6.97
9before after veneers3522200$6.04
10before and after veneer3922200$6.04
11teeth veneer before and after5322200$6.04
12veneer before and after4922200$6.04
13veneers before after4822200$6.04
14veneers before and after4522200$6.04
15dental implants dentists7418100$27.25
16cosmetic dentist for veneers2114800$0.91
17aesthetic dentists4212100$11.23
18cosmetic dentist teeth whitening219900$5.33
19cosmetic dentistry teeth whitening679900$5.33
20cost of dental implants for entire mouth429900$14.73

Striking Distance Keywords (positions 11-20, ready to push to page 1)

KeywordPositionVolumeCPC
dentist for whitening teeth1549500$7.01
ceramic cap for teeth188100$7.74
ceramic tooth cap178100$7.74
teeth ceramic crowns198100$7.74
ceramic crown181900$3.44
ceramic crown tooth151900$3.44
crown porcelain ceramic161900$7.30
porcelain/ceramic crown111900$7.30
prep veneer171900$0.00
crown prep dental141000$1.55
advanced cosmetic dentistry11880$4.55
porcelain vs composite veneer19880$0.25
prep for crown on tooth12720$0.00
best dentist in st petersburg florida11260$5.76
composites vs veneers20260$0.19

Top 15 Referring Domains

DomainRankBacklinks
bookmarkscope.com843
reimelsdentistry.com6629
nprlive.com512
timessquarereporter.com516
groomingwaves.com512
newyorktimesnow.com444
nycnewsly.com422
accdfl.com332
empireadda.com261
globallearning123.blogspot.com2512
stpeteimplants.com242
askdoctor.info231
tumblrblog.com232
thegeneralpost.com231
cosmeticdentist-in.com231

Algorithmic Competitors (DataForSEO Labs)

DomainIntersectionsAvg PositionRanked KWs
advancedcenterforcosmeticdentistry.com69946.01573676680973699
youtube.com59240.2972972972973592
aspendental.com40718.756756756756758407
facebook.com38138.16535433070866381
instagram.com33843.917159763313606338
reddit.com31132.334405144694536311
clevelandclinic.org24716.959514170040485247
quora.com21258.259433962264154212
yelp.com20316.408866995073893203
healthline.com19843.82828282828283198

Top Anchor Texts


Section 6 - Schema & Structured Data

Score: 0/25

Schemas found (0): NONE

Gaps:


Section 7 - Technical On-Page (DataForSEO Instant)


Section 8 - Trust List (Top Cited Source Domains Across All Queries)

Domains AI engines cited most often when answering queries in this niche.

#DomainCitation Count
1advancedcenterforcosmeticdentistry.com26
2baydentalfl.com20
3carillonparkdental.com15
4stpeteimplantcenter.com10
5moderndaysmiles.com9
6stpetedentist.com7
7smilestpetedentistry.com7
8google.com6
9smidental.net6
10taguedentalcare.com5
11keenanfamilydental.com5
12yourstpetedentist.com5
13m.yelp.com5
14stpeteoralhealthcenter.com4
15spilmandentistry.com4

Section 9 - Sourcing vs Display Layer Analysis

For each query, classifies into VISIBLE (in answer text), HIDDEN (in sources but not answer text - 'trusted but not quotable'), or ABSENT (not in AI data at all).

PlatformVisibleHiddenAbsent
ChatGPT4016
Perplexity9011
Google AIO404
TOTAL17031

Insights


Section 10 - RAG Trigger Classification

Classifies queries by whether they trigger AI web retrieval (YES_SEARCH, high commercial intent) vs use embedded LLM knowledge (NO_EMBEDDED). YES_SEARCH queries are where AI ranking work pays off most.

Insights

Top high-value absent queries (cited in NO platform, high commercial intent):


Section 11 - Entity Linker Opportunity Analysis

Khaled technique: implied citations. Create unique claims on website + corroborate across 2-3 external AI-trusted sources. AI links them to same entity. No backlink needed.

Unique Claims Found on Homepage (3)

Trust Gateway Analysis

Recommended Entity Linker Actions


Section 12 - Service Page Content Depth Analysis

Top 5 service pages scraped + scored on word count, FAQ, proof blocks, pricing, images, internal links.

Average depth score: 9.0/10

#URLWordsFAQsTestimonialsWarrantyPricingImagesScoreGrade
1cosmetic-dentistry.php227711YNY259/10A
2dental-implants.php241816YNY279/10A
3sleep-apnea-treatment.php308717YNY269/10A
4smile-makeover.php209514YNY269/10A
5implant-crowns-bridges.php21706YNY269/10A

Insights


Section 13 - Google Business Profile Comparison

Client GBP vs top competitors from Google Maps SERP.

Client GBP


Section 14 - Knowledge Graph Verification

Wikidata gap: opportunity to create a Wikidata entry for this business + cross-link to website. Wikidata is the lookup table for both Google KG and Bing.


Section 15 - Backlink Quality Score (Phase 3)

Score: 52/100

ComponentScoreDetail
Domain Rank15/25170
Referring Main Domains12/20132
Spam Penalty0/012
Anchor Diversity10/10
High Authority Links Pct0/15
Editorial News Links Pct10/15
Niche Relevance5/10default value, needs NLP enhancement

Comparison vs Top 5 Competitors

Verdict: BEHIND

MetricClientCompetitor AvgDiff
Domain Rank170845-675
Backlinks33329490832543-29490832210
Ref Domains13214832153-14832021

Top 5 Competitor Backlink Profiles

#DomainDRBacklinksRef DomainsSpam
1youtube.com100034,329,228,496170514969
2aspendental.com415654,55534310
3facebook.com100069,525,004,944330393948
4instagram.com100040,678,904,208227050247
5reddit.com8092,920,370,51213614219

Section 16 - SERP Opportunities (Low-Hanging Fruit)

Found 6 new keyword opportunities + 0 link intersection opportunities (sites linking to competitors but not us).

Top 25 New Keyword Opportunities

KeywordSearch VolumeCPCCompetition
all in four dental implants near me2900$22.600.18
dental implants in one day near me590$29.760.86
dental implants in a day near me140$30.960.95
dental implants in-house financing near me50$17.860.79
dental implants in 24 hours near me50$23.550.9
dental implants in house financing near me50$17.860.79

Section 17 - Citation Gap Analysis (Local Dominator Equivalent)

Have: 2 directories | Missing: 26 | High-priority missing: 0

Directories Client Has

Top 15 Missing Directories (Priority by Competitor Count)

#DirectoryCompetitors that have it
1mapquest.com1/5
2n49.com1/5
3yellowpages.com0/5
4chamberofcommerce.com0/5
5yellowpagecity.com0/5
6yelp.com0/5
7thumbtack.com0/5
8cylex.us.com0/5
9trustpilot.com0/5
10alignable.com0/5
11localstack.com0/5
12homeadvisor.com0/5
13buzzfile.com0/5
14glassdoor.com0/5
15manta.com0/5

Section 18 - Search Intent Classification

Each of the 20 audit queries classified by Google's intent model.


Section 19 - Backlink Growth History (12 months)


Section 20 - Cheap Health Check (Phase 3)


Section 21 - Schema Rollout (Ready to Deploy)

7 JSON-LD schema blocks generated and ready to paste into your website's <head> section:

Files: deliverables/advanced-center-cosmetic-dentistry/schema/

Quick deploy: deliverables/advanced-center-cosmetic-dentistry/schema/ALL-IN-ONE.html

Per-CMS instructions: deliverables/advanced-center-cosmetic-dentistry/schema/README.md


Section 22 - Golden Hook (Lead With This)

Advanced Center for Cosmetic Dentistry ranks for 699 keywords on Google but has ZERO schema markup. The flagship technical SEO is invisible to AI engines because there's no structured data telling them who you are. This is the highest-leverage 1-day fix in the entire audit.

Section 23 - Quick Wins

1. Fix meta description (missing or over 160 chars)

2. Add missing schema: LocalBusiness/Organization schema, Person schema, FAQ schema

3. Push striking-distance keyword 'dentist for whitening teeth' (pos 15, vol 49500) to page 1

4. AI Visibility URGENT: only 4/20 ChatGPT citations - build entity signals + content depth


Section 16 - Recommended Action Plan

This Week

Month 1

Months 2-3


Audit generated 2026-04-06 by Online Optimisers AI Audit Pipeline (v2026.04).