What AI engines actually recommend
for Mcallen Dentist
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Mcallen dentist. 13 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 0% · Claude 0% · Gemini 100%. Most-cited business: Elstar Dental (17 citations across 2 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
13 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Elstar Dental | · | · | 10 | 7 | 17 | 100 |
| 2 | Dental Park | · | · | 7 | 6 | 13 | 86 |
| 3 | Sabal Dental | · | · | 9 | · | 9 | 52 |
| 4 | J. Castillo Cosmetic & Family Dentistry | · | · | · | 8 | 8 | 48 |
| 5 | Kenneth W. Baker, DDS | · | · | 8 | · | 8 | 48 |
| 6 | Luna Dental | · | · | 7 | · | 7 | 45 |
| 7 | Meza Family & Cosmetic Dentistry | · | · | · | 5 | 5 | 38 |
| 8 | McAllen Dental Associates | · | · | · | 4 | 4 | 34 |
| 9 | Smile Magic | · | · | 3 | · | 3 | 31 |
| 10 | Iman Dental Center | · | · | 2 | · | 2 | 27 |
| 11 | RGV Smiles | · | · | 2 | · | 2 | 27 |
| 12 | Growing Smiles Childrens Dental Center | · | · | 1 | · | 1 | 24 |
| 13 | Delta Dental Providers | · | · | 1 | · | 1 | 24 |
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 dentist in McAllen"0 engines
Other"top rated cosmetic dentist in McAllen for veneers"0 engines
Other"dental implants specialist in McAllen"0 engines
Other"Invisalign provider in McAllen with payment plans"0 engines
Other"emergency dentist open today in McAllen"0 engines
We probe 4 AI engines weekly with 15 hand-curated customer queries per market. The remaining 5 answers (rank, citations, exact engine wording) unlock with Pro $49/mo. The full prompt library is Agency-tier IP — see pricing.
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Data snapshot generated July 6, 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.