What AI engines actually recommend
for Knoxville HVAC
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Knoxville 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 80%. Most-cited business: J.C.'s Heating & Air (16 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
15 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | J.C.'s Heating & Air | · | · | 9 | 7 | 16 | 100 |
| 2 | GENT Heating & Cooling | · | · | 8 | · | 8 | 50 |
| 3 | Pol's Heating and Cooling, LLC | · | · | 8 | · | 8 | 50 |
| 4 | All-Star Heating and Air Conditioning | · | · | 8 | · | 8 | 50 |
| 5 | Smith Heating and Air, LLC. | · | · | · | 6 | 6 | 43 |
| 6 | Central City Heating & Air Conditioning | · | · | · | 6 | 6 | 43 |
| 7 | Advanced Heat, AC & Plumbing | · | · | · | 5 | 5 | 39 |
| 8 | Central City HVAC | · | · | 5 | · | 5 | 39 |
| 9 | Aire Serv | · | · | · | 4 | 4 | 35 |
| 10 | Chancey & Reynolds | · | · | 4 | · | 4 | 35 |
| 11 | Advanced Heat AC & Plumbing | · | · | 3 | · | 3 | 31 |
| 12 | Rocky Top HVAC | · | · | 2 | · | 2 | 28 |
| 13 | John H Coleman Co | · | · | 1 | · | 1 | 24 |
| 14 | Ductless Mini Split Installation & Repair Knoxville TN | · | · | 1 | · | 1 | 24 |
| 15 | Eco Home Solutions | · | · | 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 Knoxville"0 engines
Other"emergency AC repair in Knoxville same day"0 engines
Other"heat pump installation in Knoxville with rebates"0 engines
Other"top rated furnace replacement contractor in Knoxville"0 engines
Other"Knoxville 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.