Category AI Visibility Report
Hvac Parts AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
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Est. AI queries / month
14
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 14 buyer topics in Hvac Parts across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Honeywell leads the AI shelf with 6.4% of brand mentions, followed by Carrier (4%) and Trane (3.6%). The top three hold 14% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “hvac condensate and installation parts” (top keyword “hvac condensate pump”, ~4,400 searches/mo).
- AI answers lean on reddit.com most (26.9% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Honeywell | 250 | 6.4% |
| 2 | Carrier | 155 | 4% |
| 3 | Trane | 140 | 3.6% |
| 4 | Lennox | 108 | 2.8% |
| 5 | TITAN HD | 102 | 2.6% |
| 6 | White-Rodgers | 99 | 2.5% |
| 7 | 90 | 2.3% | |
| 8 | SupplyHouse | 90 | 2.3% |
| 9 | Packard | 87 | 2.2% |
| 10 | Genteq | 86 | 2.2% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| hvac condensate and installation parts | — | hvac condensate pump | 4,400 |
| hvac electrical and control parts | — | hvac contactor | 5,400 |
| hvac thermostat parts | — | programmable ac thermostat | 22,200 |
| hvac system parts | — | hvac supply | 22,200 |
| online hvac parts | — | reece hvac | 9,900 |
| hvac duct parts | — | plenum hvac | 5,400 |
| air handler hvac parts | — | air handler hvac | 3,600 |
| hvac compressor and condenser parts | — | hvac compressor | 5,400 |
| hvac capacitor parts | — | hvac capacitor | 9,900 |
| hvac duct and air distribution parts | — | dampers hvac | 9,900 |
| home hvac parts | — | air conditioner heater combo | 4,400 |
| hvac refrigerant parts | — | ac refrigerant | 12,100 |
| hvac filter parts | — | air conditioner filter replacement | 60,500 |
| furnace hvac parts | — | forced air heater | 4,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 184 | 26.9% |
| nationalhvacparts.com | 66 | 9.7% |
| epa.gov | 60 | 8.8% |
| consumerreports.org | 41 | 6% |
| carrier.com | 31 | 4.5% |
| energy.gov | 18 | 2.6% |
| lowes.com | 17 | 2.5% |
| supplyhouse.com | 16 | 2.3% |
FAQ
Which brands do AI assistants recommend most for hvac parts?
Over the last 30 days the top brands by AI mention share are: Honeywell (6.4%), Carrier (4%), Trane (3.6%), Lennox (2.8%), TITAN HD (2.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about hvac parts?
GEOly estimates ~0 AI queries per month in this category across 14 buyer topics, led by “hvac condensate and installation parts”.
Which sources do AI engines cite for hvac parts?
The most-cited domains are: reddit.com, nationalhvacparts.com, epa.gov, consumerreports.org, carrier.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.