What AI engines actually recommend
for Baltimore HVAC
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Baltimore hvac. 15 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: Victory HVAC Baltimore (8 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
15 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Victory HVAC Baltimore | · | · | · | 8 | 8 | 80 |
| 2 | United Air Temp | · | · | · | 8 | 8 | 80 |
| 3 | Ready Air HVAC | · | · | · | 7 | 7 | 73 |
| 4 | Rock Spring Heating and Cooling | · | · | 6 | · | 6 | 65 |
| 5 | Upland Mechanical | · | · | 6 | · | 6 | 65 |
| 6 | Cool Breeze Heating & Air Conditioning | · | · | 6 | · | 6 | 65 |
| 7 | H.F. Horney | · | · | 6 | · | 6 | 65 |
| 8 | Turlington Heating & AC | · | · | · | 5 | 5 | 57 |
| 9 | Supreme Service Today | · | · | 5 | · | 5 | 57 |
| 10 | The Mighty Ductless | · | · | 5 | · | 5 | 57 |
| 11 | Complete Climate Services | · | · | 4 | · | 4 | 50 |
| 12 | Stokes Plumbing & Mechanical | · | · | 4 | · | 4 | 50 |
| 13 | F.H. Furr Plumbing, Heating, Air Conditioning & Electrical | · | · | 4 | · | 4 | 50 |
| 14 | SuperTech Heating & AC | · | · | 4 | · | 4 | 50 |
| 15 | F.H. Furr | · | · | · | 3 | 3 | 43 |
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 Baltimore"0 engines
Other"emergency AC repair in Baltimore same day"0 engines
Other"heat pump installation in Baltimore with rebates"0 engines
Other"top rated furnace replacement contractor in Baltimore"0 engines
Other"Baltimore 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.