What AI engines actually recommend
for Akron Dentist
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 15 real customer-search queries about Akron dentist. 18 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 100% · Claude 100% · Gemini 100%. Most-cited business: Arlington Dental Group (40 citations across 3 engines). Below is the live data — every number is computed from the AI answers shown in the per-query breakdown.
Engine coverage
% of queries where the engine returned a specific business name (not just “search Booking.com” or a refusal).
Top 3 — who wins this market
Most-cited businesses
18 businesses named across 15 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Arlington Dental Group | · | 13 | 15 | 12 | 40 | 90 |
| 2 | Eberhardt Dentistry | 5 | 6 | · | 7 | 18 | 57 |
| 3 | Jennifer J. Jerome DDS | 4 | 10 | · | · | 14 | 41 |
| 4 | Dr. Robert A. Miller | 4 | 8 | · | · | 12 | 38 |
| 5 | Ellet Dental | · | 4 | · | 5 | 9 | 34 |
| 6 | Alpha Dental | · | · | 14 | · | 14 | 31 |
| 7 | Akron Family Dental | · | · | 12 | · | 12 | 28 |
| 8 | Next Generation Dentistry | · | · | · | 12 | 12 | 28 |
| 9 | DentalWorks South Plaza | · | · | 9 | · | 9 | 24 |
| 10 | Summa Health Center for Dental Health | · | · | 8 | · | 8 | 22 |
| 11 | Fairlawn Dental Care | · | · | 8 | · | 8 | 22 |
| 12 | Dr Robert A. Miller | · | · | · | 8 | 8 | 22 |
| 13 | Walton Dental Group | · | · | 5 | · | 5 | 18 |
| 14 | Dr. Keith Hoover | 3 | · | · | · | 3 | 15 |
| 15 | Mark Obernesser | 3 | · | · | · | 3 | 15 |
| 16 | Akron Children's Hospital Dental | · | · | 2 | · | 2 | 13 |
| 17 | Akron Smiles Dental Center | · | · | 1 | · | 1 | 12 |
| 18 | Leonor Hernandez De Quinones | · | · | 1 | · | 1 | 12 |
Total = sum of citations across all engines × all queries. Score = density-weighted with cross-engine consensus.
Per-query breakdown
click any row to read what each AI actually saidOther"best orthodontist for adults in Akron"0 engines
Other"full mouth reconstruction dentist in Akron"0 engines
Other"Akron dentist open weekends or evenings"0 engines
Other"dental implants vs bridges in Akron who to see"0 engines
Unique"highly reviewed boutique dental practice in Akron"0 engines
We probe 4 AI engines weekly with 15 hand-curated customer queries per market. The remaining 10 answers (rank, citations, exact engine wording) unlock with Pro $49/mo. The full prompt library is Agency-tier IP — see pricing.
Is your Dentist invisible to AI?
Claim your free findloc.ai page and see exactly what each AI engine says about your business — and what schema changes would lift you into the citation set.
Data snapshot generated July 5, 2026. Refreshed weekly. findloc.ai is independent — we are not affiliated with OpenAI, Anthropic, Perplexity or Google. AI engine answers shown are quoted verbatim from public API responses and may change between snapshots.