Category AI Visibility Report
Air Conditioning 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
≈21,387
Est. AI queries / month
11
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Air Conditioning Parts across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 21,387 AI queries per month.
- Honeywell leads the AI shelf with 7.3% of brand mentions, followed by Denso (6%) and Google (4.5%). The top three hold 17.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “window air conditioning parts” (top keyword “window ac filter”, ~8,100 searches/mo).
- AI answers lean on reddit.com most (19.1% 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 | 259 | 7.3% |
| 2 | Denso | 212 | 6% |
| 3 | 158 | 4.5% | |
| 4 | Four Seasons | 139 | 3.9% |
| 5 | Sensi | 130 | 3.7% |
| 6 | Ecobee | 112 | 3.2% |
| 7 | Carrier | 104 | 2.9% |
| 8 | Valeo | 95 | 2.7% |
| 9 | Copeland | 90 | 2.5% |
| 10 | Dometic | 80 | 2.3% |
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 |
|---|---|---|---|
| window air conditioning parts | ≈8,168 | window ac filter | 8,100 |
| air conditioning parts for evaporators | ≈7,238 | ac evaporator coil | 5,400 |
| rv air conditioning parts | ≈5,981 | rv ac filters | 4,400 |
| air conditioning parts for compressors | — | ac compressor replacement | 9,900 |
| air conditioning parts for condensers | — | ac condenser unit | 12,100 |
| central air conditioning parts | — | hvac parts | 8,100 |
| air conditioning parts for fans | — | fix ac fan | 5,400 |
| air conditioning filter parts | — | ac filters | 33,100 |
| air conditioning parts refrigerant and coolant | — | r134a refrigerant for car ac | 60,500 |
| air conditioning parts for cars | — | ac hose | 3,600 |
| air conditioning parts for thermostats | — | honeywell home thermostat | 74,000 |
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 | 109 | 19.1% |
| epa.gov | 86 | 15.1% |
| consumerreports.org | 50 | 8.8% |
| carrier.com | 38 | 6.7% |
| etrailer.com | 26 | 4.6% |
| go-parts.com | 26 | 4.6% |
| copeland.com | 22 | 3.9% |
| 4s.com | 17 | 3% |
FAQ
Which brands do AI assistants recommend most for air conditioning parts?
Over the last 30 days the top brands by AI mention share are: Honeywell (7.3%), Denso (6%), Google (4.5%), Four Seasons (3.9%), Sensi (3.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about air conditioning parts?
GEOly estimates ~21,387 AI queries per month in this category across 11 buyer topics, led by “window air conditioning parts”.
Which sources do AI engines cite for air conditioning parts?
The most-cited domains are: reddit.com, epa.gov, consumerreports.org, carrier.com, etrailer.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.