What AI engines actually recommend
for Philadelphia HVAC
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Philadelphia hvac. 20 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: HVAC Philly (14 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
20 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | HVAC Philly | · | · | 8 | 6 | 14 | 100 |
| 2 | Green Heating, Cooling & Electric | · | · | 1 | 9 | 10 | 83 |
| 3 | GEN3 Electric & HVAC | · | · | 6 | 4 | 10 | 83 |
| 4 | AirMaster Heating & Cooling Specialists | · | · | 10 | · | 10 | 63 |
| 5 | Angel Heating & Cooling | · | · | · | 9 | 9 | 59 |
| 6 | Elite HVAC Philadelphia | · | · | · | 7 | 7 | 50 |
| 7 | Tri-County HVAC & Contracting | · | · | 3 | · | 3 | 33 |
| 8 | Universal Heating & Air | · | · | 3 | · | 3 | 33 |
| 9 | Northern Liberties Heating and Air Conditioning | · | · | 2 | · | 2 | 29 |
| 10 | NextGen Heating & Air Conditioning | · | · | 2 | · | 2 | 29 |
| 11 | Lawrence Heating & Air | · | · | 2 | · | 2 | 29 |
| 12 | Air Changes Heating & Cooling | · | · | 2 | · | 2 | 29 |
| 13 | Fante's Home Services Heating, Cooling, Plumbing & Electrical | · | · | 2 | · | 2 | 29 |
| 14 | Downtown Mechanical | · | · | 2 | · | 2 | 29 |
| 15 | Philly's Heating and Cooling | · | · | 2 | · | 2 | 29 |
| 16 | EP210 Heating and Cooling | · | · | 1 | · | 1 | 24 |
| 17 | H & H Heating and Air Conditioning | · | · | 1 | · | 1 | 24 |
| 18 | PJ MAC HVAC Service & Repair | · | · | 1 | · | 1 | 24 |
| 19 | Daniels HVAC Philadelphia LLC | · | · | 1 | · | 1 | 24 |
| 20 | HT Philly HVAC | · | · | 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 HVAC company in Philadelphia"0 engines
Other"emergency AC repair in Philadelphia same day"0 engines
Other"heat pump installation in Philadelphia with rebates"0 engines
Other"top rated furnace replacement contractor in Philadelphia"0 engines
Other"Philadelphia 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.