What AI engines actually recommend
for Buffalo HVAC
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Buffalo hvac. 14 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: Vastola Heating & Cooling (10 citations across 1 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
14 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Vastola Heating & Cooling | · | · | 10 | · | 10 | 80 |
| 2 | A.G. Roehrig & Son | · | · | 10 | · | 10 | 80 |
| 3 | Isaac Heating and Air Conditioning | · | · | 9 | · | 9 | 74 |
| 4 | O'Donnell Heating & Air Conditioning Inc | · | · | 9 | · | 9 | 74 |
| 5 | United HVAC Buffalo | · | · | · | 8 | 8 | 68 |
| 6 | John Lock Air Conditioning & Heating Service | · | · | · | 8 | 8 | 68 |
| 7 | Adema Heating & Air Conditioning | · | · | · | 7 | 7 | 62 |
| 8 | Service Experts | · | · | 7 | · | 7 | 62 |
| 9 | Capital Heating, Cooling, Plumbing & Electric | · | · | · | 6 | 6 | 56 |
| 10 | JC Mechanical | · | · | · | 5 | 5 | 50 |
| 11 | Heatwave Heating & Cooling | · | · | 2 | · | 2 | 32 |
| 12 | Allied Mechanical | · | · | 1 | · | 1 | 26 |
| 13 | Innovative Mechanical Systems, Inc. | · | · | 1 | · | 1 | 26 |
| 14 | Temperature Experts | · | · | 1 | · | 1 | 26 |
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 HVAC company in Buffalo"0 engines
Other"emergency AC repair in Buffalo same day"0 engines
Other"heat pump installation in Buffalo with rebates"0 engines
Other"top rated furnace replacement contractor in Buffalo"0 engines
Other"Buffalo HVAC maintenance plan recommendations"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.