What AI engines actually recommend
for Detroit HVAC
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Detroit hvac. 16 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: Ace HVAC Detroit (13 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
16 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Ace HVAC Detroit | · | · | 5 | 8 | 13 | 100 |
| 2 | C & C Heating and Air Conditioning | · | · | 1 | 9 | 10 | 86 |
| 3 | National Heating and Cooling | · | · | 10 | · | 10 | 66 |
| 4 | Big Mike's Heating & Cooling | · | · | · | 7 | 7 | 52 |
| 5 | WeatherWise Heating and Air Conditioning | · | · | 7 | · | 7 | 52 |
| 6 | United Heating & Air Conditioning | · | · | · | 6 | 6 | 48 |
| 7 | Winslow Heating and Cooling | · | · | 6 | · | 6 | 48 |
| 8 | Proven Mechanical | · | · | 5 | · | 5 | 43 |
| 9 | Kaiser's Heating & Cooling | · | · | 4 | · | 4 | 38 |
| 10 | Denny's Heating | · | · | · | 3 | 3 | 34 |
| 11 | MDM Heating and Cooling LLC | · | · | 3 | · | 3 | 34 |
| 12 | Jutt Brothers Heating and Cooling | · | · | 3 | · | 3 | 34 |
| 13 | Pollard Heating and Cooling | · | · | 2 | · | 2 | 29 |
| 14 | Detroit Furnace | · | · | 2 | · | 2 | 29 |
| 15 | Hartford & Ratliff Co | · | · | 1 | · | 1 | 25 |
| 16 | FLAME (Flame Heating, Cooling, Plumbing & Electrical) | · | · | 1 | · | 1 | 25 |
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 Detroit"0 engines
Other"emergency AC repair in Detroit same day"0 engines
Other"heat pump installation in Detroit with rebates"0 engines
Other"top rated furnace replacement contractor in Detroit"0 engines
Other"Detroit 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.