“Best HVAC company for AC replacement”
Which brands do AI models actually recommend for this local & service question? We re-run this regularly and track how the answers shift.
6
AI Models
18
Snapshots
59
Brands Detected
81
Sources Cited
37 brands come up when 6 AI models answer “Best HVAC company for AC replacement”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.
What AI models recommend
6 models queried · Last scanned Mar 29
Consensus
4/6 models recommend American Standard
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Gemini | Grok | Perplexity | Total |
|---|---|---|---|---|---|---|---|
 American Standard | 4/6 | ||||||
 Lennox | 4/6 | ||||||
 Trane | 4/6 | ||||||
 Carrier | 3/6 | ||||||
 Daikin | 3/6 | ||||||
 NATE | 3/6 | ||||||
 Amana | 2/6 | ||||||
 Bryant | 2/6 | ||||||
 Goodman | 2/6 | ||||||
 Seer | 2/6 | ||||||
 heat pump | 2/6 | ||||||
 Angi | 2/6 | ||||||
 MINI | 1/6 | ||||||
 AMC Services | 1/6 | ||||||
 Inc. | 1/6 | ||||||
 Berkeys | 1/6 | ||||||
 Best Air | 1/6 | ||||||
 On the Spot HVAC | 1/6 | ||||||
 Spot | 1/6 | ||||||
 Willard Air Conditioning | 1/6 | ||||||
 ARS / Rescue Rooter | 1/6 | ||||||
 North American | 1/6 | ||||||
 One Hour Heating & Air | 1/6 | ||||||
 Service Experts | 1/6 | ||||||
 Word | 1/6 | ||||||
 ACCA | 1/6 | ||||||
 CLEAR | 1/6 | ||||||
 Square | 1/6 | ||||||
 Workers | 1/6 | ||||||
 BBB | 1/6 | ||||||
 Consumer Reports | 1/6 | ||||||
 Rheem | 1/6 | ||||||
 Yelp | 1/6 | ||||||
 consumerreports.org | 1/6 | ||||||
 Google | 1/6 | ||||||
 Orange | 1/6 | ||||||
 Service Champions | 1/6 | ||||||
 Thumbtack | 1/6 |
Key Quotes
Claude Sonnet 4.6Claude“--- Bottom line: Carrier is the top overall pick for most homeowners in 2026, while Trane is best for long-term durability, Lennox leads in efficiency, and Goodman/Amana are great budget-friendly options.”
DeepSeek V3.2DeepSeek“They work on all major brands, including Lennox, Trane, and American Standard.”
Gemini 3 FlashGemini“Best HVAC Equipment Brands (The Unit) If you are looking for specific brands to request from your contractor, these are the top-rated for 2026: Best for Reliability: Trane and American Standard.”
GPT-5ChatGPT“- Check credentials: active state license, liability/workers’ comp insurance, NATE‑certified techs, and ideally ACCA membership.”
Grok 4.1 FastGrok“Trane / American Standard: Often top for reliability, quiet operation, and durability.()”
Local & Service brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
Local & Service brand visibility over time
Track how brand mentions shift across AI models over time.
What changed and when
Every brand addition, removal, and citation change logged with timestamps.
claude-sonnet-4-6 rank changed for Bryantgemini-3-flash rank changed for Goodmangemini-3-flash rank changed for Amanagemini-3-flash rank changed for Service Expertsgemini-3-flash rank changed for North Americangrok-4-1-fast started mentioning Bryantgrok-4-1-fast started mentioning Consumer Reportsgrok-4-1-fast started mentioning Rheemgrok-4-1-fast started mentioning Daikingrok-4-1-fast started mentioning consumerreports.orgWhere AI models get their sources
Domains cited by AI models when answering this prompt, ranked by how many models reference them.
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