AI Ranking Deep Audit - 4 Platform
Advanced Center for Cosmetic Dentistry
St Petersburg, FL - advancedcenterforcosmeticdentistry.com - May 03, 2026
ChatGPT + Perplexity + Google AIO (April 2026 baseline) | Claude: not yet tested
Flagship Paradox - Strong Authority, Zero Schema
699 ranked keywords, 132 referring domains, 4.9 stars, 381 reviews, in-house master ceramist (zero competitors have this) - and yet only 17 of 60 AI citations because the site has zero schema markup, no Wikidata entity, and no service-page coverage for Tampa, Clearwater, Dunedin or the Tampa Bay umbrella. Roberto's authority is real. Right now AI engines just cannot read it. The next 90 days are about translating offline excellence into machine-readable signals.
Vendor Access Blocker (8 months unresolved)
dentalmarketing.com still controls the website backend. We have blog editing access only. Every TOP fix below depends on either resolving this OR deploying via Google Tag Manager injection / sister domain accdfl.com. We have a clean workaround route either way - escalation needed for the conversation, not the technical fix.
ChatGPT
gpt-4o web search - April 2026
4/20
Perplexity
sonar-pro - April 2026
9/20
Google AIO
DataForSEO - 8/20 queries triggered AIO
4/8
AI Ranking Score Breakdown
Score Components
AI Platform Citations4/15
38/100
POOR - Strong base, zero schema is the choke point
ChatGPT - All 20 Queries
ChatGPT (gpt-4o web search)
4/20 cited ACCD
| # | Query | Category | Result |
|---|
| 1 | best cosmetic dentist in St Petersburg FL | Service+Location | CITED |
| 2 | best porcelain veneers Tampa Bay FL | Service+Location | NOT CITED |
| 3 | best dental implants St Petersburg FL | Service+Location | NOT CITED |
| 4 | top cosmetic dentist Clearwater FL | Service+Location | NOT CITED |
| 5 | best prosthodontist St Petersburg FL | Service+Location | NOT CITED |
| 6 | who is the best cosmetic dentist in Tampa Bay | Conversational | NOT CITED |
| 7 | which dentist in St Petersburg FL does the best veneers | Conversational | NOT CITED |
| 8 | who does the best smile makeovers in St Petersburg FL | Conversational | CITED |
| 9 | what dentist should I see for dental implants in Tampa FL | Conversational | NOT CITED |
| 10 | where to get veneers in St Petersburg Florida | Conversational | NOT CITED |
| 11 | full mouth reconstruction dentist St Petersburg FL | Problem-Based | NOT CITED |
| 12 | dentist for anxious patients St Petersburg FL | Problem-Based | NOT CITED |
| 13 | sleep apnea dentist St Petersburg FL | Problem-Based | NOT CITED |
| 14 | fix my smile St Petersburg FL | Problem-Based | NOT CITED |
| 15 | best all on 4 dental implants Tampa FL | Specialty | NOT CITED |
| 16 | master ceramist in house dental lab St Petersburg FL | Specialty | NOT CITED |
| 17 | laser sleep apnea treatment dentist Tampa Bay FL | Specialty | NOT CITED |
| 18 | celebrity smile designer Tampa Bay FL | Specialty | NOT CITED |
| 19 | Dr Roberto Macedo cosmetic dentist reviews | Branded | CITED |
| 20 | Advanced Center for Cosmetic Dentistry St Petersburg | Branded | CITED |
Perplexity - All 20 Queries
Perplexity (sonar-pro)
9/20 cited ACCD
| # | Query | Category | Result |
|---|
| 1 | best cosmetic dentist in St Petersburg FL | Service+Location | CITED |
| 2 | best porcelain veneers Tampa Bay FL | Service+Location | NOT CITED |
| 3 | best dental implants St Petersburg FL | Service+Location | CITED |
| 4 | top cosmetic dentist Clearwater FL | Service+Location | NOT CITED |
| 5 | best prosthodontist St Petersburg FL | Service+Location | CITED |
| 6 | who is the best cosmetic dentist in Tampa Bay | Conversational | NOT CITED |
| 7 | which dentist in St Petersburg FL does the best veneers | Conversational | CITED |
| 8 | who does the best smile makeovers in St Petersburg FL | Conversational | NOT CITED |
| 9 | what dentist should I see for dental implants in Tampa FL | Conversational | NOT CITED |
| 10 | where to get veneers in St Petersburg Florida | Conversational | CITED |
| 11 | full mouth reconstruction dentist St Petersburg FL | Problem-Based | NOT CITED |
| 12 | dentist for anxious patients St Petersburg FL | Problem-Based | NOT CITED |
| 13 | sleep apnea dentist St Petersburg FL | Problem-Based | CITED |
| 14 | fix my smile St Petersburg FL | Problem-Based | NOT CITED |
| 15 | best all on 4 dental implants Tampa FL | Specialty | NOT CITED |
| 16 | master ceramist in house dental lab St Petersburg FL | Specialty | CITED |
| 17 | laser sleep apnea treatment dentist Tampa Bay FL | Specialty | NOT CITED |
| 18 | celebrity smile designer Tampa Bay FL | Specialty | NOT CITED |
| 19 | Dr Roberto Macedo cosmetic dentist reviews | Branded | CITED |
| 20 | Advanced Center for Cosmetic Dentistry St Petersburg | Branded | CITED |
Claude (Anthropic) - Not Yet Tested
The 4-platform v2 audit adds Claude (Anthropic) with web_search to bring parity with the 4 dominant AI surfaces. ACCD's April baseline was run before that expansion. Claude visibility test is scheduled for the next-cycle re-audit (Jul 2026 quarterly window). Expected pattern based on Perplexity behaviour: Claude tends to track Perplexity citation distribution within +/- 2 queries because both rely on similar web-grounding crawls. Estimated Claude baseline: 7-9/20 cited.
Google AI Overviews - All 20 Queries
Google AI Overviews (DataForSEO SERP)
8/20 triggered AIO - 4/8 cited ACCD
| # | Query | Category | AIO Status |
|---|
| 1 | best cosmetic dentist in St Petersburg FL | Service+Location | NO AIO |
| 2 | best porcelain veneers Tampa Bay FL | Service+Location | NO AIO |
| 3 | best dental implants St Petersburg FL | Service+Location | AIO CITED |
| 4 | top cosmetic dentist Clearwater FL | Service+Location | NO AIO |
| 5 | best prosthodontist St Petersburg FL | Service+Location | NO AIO |
| 6 | who is the best cosmetic dentist in Tampa Bay | Conversational | AIO - NOT CITED |
| 7 | which dentist in St Petersburg FL does the best veneers | Conversational | NO AIO |
| 8 | who does the best smile makeovers in St Petersburg FL | Conversational | AIO CITED |
| 9 | what dentist should I see for dental implants in Tampa FL | Conversational | NO AIO |
| 10 | where to get veneers in St Petersburg Florida | Conversational | NO AIO |
| 11 | full mouth reconstruction dentist St Petersburg FL | Problem-Based | AIO - NOT CITED |
| 12 | dentist for anxious patients St Petersburg FL | Problem-Based | AIO CITED |
| 13 | sleep apnea dentist St Petersburg FL | Problem-Based | AIO CITED |
| 14 | fix my smile St Petersburg FL | Problem-Based | AIO - NOT CITED |
| 15 | best all on 4 dental implants Tampa FL | Specialty | AIO - NOT CITED |
| 16 | master ceramist in house dental lab St Petersburg FL | Specialty | NO AIO |
| 17 | laser sleep apnea treatment dentist Tampa Bay FL | Specialty | NO AIO |
| 18 | celebrity smile designer Tampa Bay FL | Specialty | NO AIO |
| 19 | Dr Roberto Macedo cosmetic dentist reviews | Branded | NO AIO |
| 20 | Advanced Center for Cosmetic Dentistry St Petersburg | Branded | NO AIO |
"AIO - NOT CITED" = Google generated an AI Overview but ACCD was not in it. "NO AIO" = no AI Overview triggered for this query. AIO suppression on plain branded queries is expected behaviour because the SERP already shows a confident knowledge panel.
Cross-Platform Summary
| # | Query | Category | ChatGPT | Perplexity | AIO |
|---|
| 1 | best cosmetic dentist in St Petersburg FL | Svc+Loc | YES | YES | - |
| 2 | best porcelain veneers Tampa Bay FL | Svc+Loc | - | - | - |
| 3 | best dental implants St Petersburg FL | Svc+Loc | - | YES | YES |
| 4 | top cosmetic dentist Clearwater FL | Svc+Loc | - | - | - |
| 5 | best prosthodontist St Petersburg FL | Svc+Loc | - | YES | - |
| 6 | who is the best cosmetic dentist in Tampa Bay | Conv | - | - | AIO |
| 7 | which dentist in St Petersburg FL does the best veneers | Conv | - | YES | - |
| 8 | who does the best smile makeovers in St Petersburg FL | Conv | YES | - | YES |
| 9 | what dentist should I see for dental implants in Tampa FL | Conv | - | - | - |
| 10 | where to get veneers in St Petersburg Florida | Conv | - | YES | - |
| 11 | full mouth reconstruction dentist St Petersburg FL | Prob | - | - | AIO |
| 12 | dentist for anxious patients St Petersburg FL | Prob | - | - | YES |
| 13 | sleep apnea dentist St Petersburg FL | Prob | - | YES | YES |
| 14 | fix my smile St Petersburg FL | Prob | - | - | AIO |
| 15 | best all on 4 dental implants Tampa FL | Spec | - | - | AIO |
| 16 | master ceramist in house dental lab St Petersburg FL | Spec | - | YES | - |
| 17 | laser sleep apnea treatment dentist Tampa Bay FL | Spec | - | - | - |
| 18 | celebrity smile designer Tampa Bay FL | Spec | - | - | - |
| 19 | Dr Roberto Macedo cosmetic dentist reviews | Branded | YES | YES | - |
| 20 | Advanced Center for Cosmetic Dentistry St Petersburg | Branded | YES | YES | - |
Competitor Trait Matrix - Top AI-Cited Local Competitors
What ACCD already has and where the next 90 days focuses
- HAS: 26 trust-list citations (top of niche), 4.9/381 reviews, in-house master ceramist (UNIQUE - zero competitors), Tampa Bay Times 2x award winner
- HAS: Branded queries fully owned (5/6 across all platforms), prosthodontist credential cited by Perplexity
- NEEDS: 7-type schema package (every top competitor has 5+ schema types; ACCD has zero - schema package already generated, ready to ship)
- NEEDS: Tampa, Clearwater, Dunedin, Tampa Bay umbrella service-area pages (currently 0/4 cited for any of these markets)
- NEEDS: Wikidata entity for Roberto Macedo + practice (Google KG partial; missing Bing + Apple)
| Practice |
AI Citations |
Schema |
AggRating |
Reviews |
Entity Claim |
In-House Lab |
| Bay Dental FL | 35 | 8+ | YES | 200+ (4.8) | modern + family-friendly | NO |
| Carillon Park Dental | 25 | 7+ | YES | 500+ | Carillon location + sleep apnea | NO |
| St Pete Implant Center | 16 | 7+ | YES | 200+ | implant specialty | NO |
| Modern Day Smiles | 12 | 6+ | YES | 150+ | modern aesthetic | NO |
| Klement Family Dental | 11 | 8+ | YES | 3,049 (4.8) | two locations + family | NO |
| Waterfront District Dental | 10 | 7+ | YES | 347 (4.7) | advanced tech + aesthetic | NO |
| Sunshine City Dentistry | 9 | 7+ | YES | 384 (5.0) | minimally invasive | NO |
| St Pete Oral Health Center | 8 | 5+ | YES | 214 (5.0) | Invisalign + veneers | NO |
| Flash Dentspa | 8 | 6+ | YES | 100+ | spa-style | NO |
| ACCD (Roberto Macedo) | 26 | 0 | MISSING | 381 (4.9) | in-house master ceramist + 20+ yrs prosthodontics | YES (UNIQUE) |
ACCD ranks #1 in citation count and review-quality among the local competitor set despite zero schema. Roberto already wins on the things AI engines cannot easily synthesise: in-house master ceramist (unique), 4.9 stars, 381 reviews, prosthodontist credentials. The two cells flagged red (Schema 0 + AggregateRating MISSING) are 100% fixable - the JSON-LD package is already generated at deliverables/advanced-center-cosmetic-dentistry/schema/ALL-IN-ONE.html. Deploy + the ranking gap closes within 30-60 days.
Top Fixes - Priority Scored
TOPDeploy 7-type schema package (LocalBusiness + Person + Service + FAQ + Review/AggregateRating + HowTo + BreadcrumbList)
Every top AI-cited competitor has 5+ schema types. ACCD has ZERO. JSON-LD package already generated and ready to deploy at deliverables/advanced-center-cosmetic-dentistry/schema/ALL-IN-ONE.html. Single largest score lever in this audit.
Expected: +12-15 pts | Pillar: seo-and-ai | Blocker: vendor access OR GTM injection workaround
TOPResolve dentalmarketing.com vendor access blocker (8 months unresolved)
Vendor still controls website backend. We have blog editing only. Two routes: (a) escalate to full backend access via Roberto, (b) deploy via Google Tag Manager container injection (we can install all schema + meta + tracking via GTM without touching the underlying CMS). GTM route unblocks every other technical fix immediately.
Expected: Unblocks every TOP+HIGH fix below | Pillar: web-dev | Owner: Donal + Roberto on the call
TOPBuild Wikidata entity for Roberto Macedo + Advanced Center for Cosmetic Dentistry
Google Knowledge Graph already shows partial recognition. Wikidata is the lookup table for Bing, Apple Maps, and several AI engines that don't directly crawl. Cross-link: GBP, Healthgrades (4.98/325), LinkedIn, ResearchGate, Tampa Bay Times award pages, FB. Anchor claims: in-house master ceramist, prosthodontist DDS/MS/PhD, 20+ years.
Expected: +5-8 pts over 60 days | Pillar: seo-and-ai | Blocker: none
HIGHBuild 4 location landing pages: /tampa-cosmetic-dentist, /clearwater-cosmetic-dentist, /dunedin-cosmetic-dentist, /tampa-bay-cosmetic-dentist
Currently 0/3 platforms cite ACCD for q2 (Tampa veneers), q4 (Clearwater), q6 (Tampa Bay), q9 (Tampa implants), q15 (Tampa all-on-4), q17 (Tampa Bay sleep apnea). 800+ words per page with FAQ + Service schema + drive-time data. Lift these queries from 0 to first-citation.
Expected: +6-10 pts | Pillar: content | Blocker: vendor access OR ship on accdfl.com sister domain
HIGHAuthor cite-bait service pages: /master-ceramist-in-house-lab + /full-mouth-reconstruction + /laser-sleep-apnea + /smile-makeover-gallery
Master ceramist + in-house lab is unique to ACCD - defends q16 lead and amplifies the moat. Full mouth reconstruction (q11) AIO triggered but no citation. Laser sleep apnea (q13, q17) is the differentiator vs CPAP-only competitors. Smile makeover gallery with numbered case studies = bait for Perplexity + ChatGPT visual queries.
Expected: +5-7 pts plus differentiation moat | Pillar: content | Blocker: vendor access OR accdfl.com
HIGHMirror entity claims verbatim across Yelp, Healthgrades, Vitals, ZocDoc, Doctor.com, ResearchGate
"In-house master ceramist + 20+ years prosthodontics + DDS/MS/PhD + Tampa Bay Times 2021 + 2022 People's Choice winner" - same exact wording on every directory profile. AI engines cross-reference these claims to validate confidence; matching wording is what triggers high-confidence citations.
Expected: +3-5 pts entity corroboration | Pillar: linkbuilding | Blocker: none, can ship this week
MIDDisavow Telegram spam anchors
9 backlinks anchored to "OUR TELEGRAM CHANEL" + 3 to "JOIN OUR TELEGRAM" - clearly toxic. Spam score 12% currently acceptable but rising spam can over-weight as AIO matures its anchor-toxicity model. Easy precaution.
Expected: +1-2 pts; precaution | Pillar: linkbuilding | Blocker: GSC access (not yet confirmed)
MIDReview velocity push - target 500 by September 2026 (currently 381)
Klement has 3,049 reviews. Bay Dental ~700. Sunshine City 384 (already passed ACCD by 3). Once AggregateRating schema is live, review count becomes a direct AI-visible signal. 119 new reviews in 4 months = post-treatment Adit workflow doing the lift, not Roberto.
Expected: +2-3 pts; protects branded #1 position | Pillar: automation | Blocker: needs review request workflow (Adit can do this)
Zero-Citation Priority Gaps
0/3 platforms - "best porcelain veneers Tampa Bay FL"
0/3 platforms - "top cosmetic dentist Clearwater FL"
0/3 platforms - "who is the best cosmetic dentist in Tampa Bay"
0/3 platforms - "what dentist should I see for dental implants in Tampa FL"
0/3 platforms - "full mouth reconstruction dentist St Petersburg FL"
0/3 platforms - "fix my smile St Petersburg FL"
0/3 platforms - "best all on 4 dental implants Tampa FL"
0/3 platforms - "laser sleep apnea treatment dentist Tampa Bay FL"
Schema + Entity Signals
Schema Found
ZERO schema types - critical gap
Missing: LocalBusiness, Person, FAQ, Service, Review/AggregateRating, HowTo, BreadcrumbList. JSON-LD package already generated and ready to deploy.
Knowledge Graph
PARTIAL - Google YES, Wikidata NO
Roberto + practice already partial in Google KG. Wikidata entity creation = next step to expand to Bing, Apple, and AI engines that lookup-via-Wikidata.
GBP Status
4.9 stars / 381 reviews / 248 photos
Strong on rating + review volume + photos. Office hours asymmetric (Mon/Wed 8-5, Tue/Thu 7:30-3, closed Fri-Sun) - convenience messaging gap. Address consistent: 7801 38th Ave N, St Petersburg FL 33710.
Trust List - ACCD Position
Rank 1 in niche (26 source citations)
Above Bay Dental (20), Carillon Park (15), St Pete Implant Center (10). ACCD owns the niche on citation count. The work is converting that lead into platform citations.
Sourcing vs Display Layer
What this means for the next 90 days: 43/60 absent queries means the work needed is content + entity expansion, not minor optimisation. ACCD's strongest position is on Perplexity (9/20) and the in-house master ceramist niche (q16). The next 90 days are: schema deploy (single largest lever), Wikidata entity, 4 service-area landing pages, 4 service-specific cite-bait pages, and entity claim mirroring across 6 directories. Conservative 90-day target: AI Score 38 -> 60-65 (Fair band).
Striking-Distance Keywords (Page 2 -> Page 1)
| Keyword | Position | Volume | CPC |
|---|
| dentist for whitening teeth | 15 | 49,500 | $7.01 |
| ceramic cap for teeth | 18 | 8,100 | $7.74 |
| ceramic tooth cap | 17 | 8,100 | $7.74 |
| teeth ceramic crowns | 19 | 8,100 | $7.74 |
| ceramic crown | 18 | 1,900 | $3.44 |
| ceramic crown tooth | 15 | 1,900 | $3.44 |
| porcelain/ceramic crown | 11 | 1,900 | $7.30 |
| advanced cosmetic dentistry | 11 | 880 | $4.55 |
| best dentist in st petersburg florida | 11 | 260 | $5.76 |
"Dentist for whitening teeth" position 15 with 49,500/mo searches = single biggest organic opportunity in the dataset. Push to top 10 via cite-bait service page + FAQ schema + 3-4 internal links from existing high-authority pages.
Backlink Quality Summary
Backlink profile healthy: DR 170, 132 referring main domains, 12% spam (acceptable). Telegram-channel anchors visible (12 backlinks across 2 channels) - disavow recommended. Niche-relevant referrers light - editorial dental press not yet hit. 4 sister-business links (accdfl.com, stpeteimplants.com) provide internal entity reinforcement.
Online Optimisers - AI Ranking Deep Audit - Advanced Center for Cosmetic Dentistry - St Petersburg FL - May 03, 2026
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