Category AI Visibility Report
Carpet Cleaners 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
≈105,138
Est. AI queries / month
19
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 19 buyer topics in Carpet Cleaners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 105,138 AI queries per month.
- Bissell leads the AI shelf with 31.5% of brand mentions, followed by Hoover (13.1%) and Shark (10.9%). The top three hold 55.5% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “spot carpet cleaners” (top keyword “how to get slime out of carpet”, ~12,100 searches/mo).
- AI answers lean on goodhousekeeping.com most (25% 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 | Bissell | 2,759 | 31.5% |
| 2 | Hoover | 1,150 | 13.1% |
| 3 | Shark | 954 | 10.9% |
| 4 | Rug Doctor | 685 | 7.8% |
| 5 | Mytee | 284 | 3.2% |
| 6 | Nature's Miracle | 142 | 1.6% |
| 7 | Rocco & Roxie | 139 | 1.6% |
| 8 | Kärcher | 121 | 1.4% |
| 9 | Folex | 103 | 1.2% |
| 10 | Biokleen | 89 | 1% |
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 |
|---|---|---|---|
| spot carpet cleaners | ≈24,176 | how to get slime out of carpet | 12,100 |
| deep carpet cleaners | ≈23,183 | deep carpet cleaning | 12,100 |
| Carpet spot cleaners | ≈22,795 | oxiclean carpet stain remover | 12,100 |
| Deep cleaning carpet cleaners | ≈21,659 | deep carpet cleaning | 12,100 |
| Enzyme carpet cleaners | ≈13,325 | nature's miracle enzyme cleaner | 12,100 |
| Carpet shampooers | — | carpet shampooer rental | 110,000 |
| Carpet cleaner machines | — | carpet cleaner | 368,000 |
| carpet cleaners solution and cleaning products | — | carpet cleaner solution | 27,100 |
| Commercial carpet cleaners | — | carpet cleaners professional | 27,100 |
| carpet cleaners machines | — | carpet cleaner | 368,000 |
| Rental carpet cleaners | — | carpet cleaners for rent | 110,000 |
| Carpet cleaners for cars | — | car carpet cleaner | 22,200 |
| Steam carpet cleaners | — | steam cleaners carpet | 33,100 |
| carpet cleaners for rent | — | carpet cleaners close to me | 135,000 |
| carpet cleaning services | — | carpet cleaning services | 74,000 |
| Carpet cleaners for pets | — | enzyme cleaner for pet stains | 14,800 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| goodhousekeeping.com | 362 | 25% |
| reddit.com | 252 | 17.4% |
| vacuumwars.com | 250 | 17.3% |
| consumerreports.org | 146 | 10.1% |
| rugdoctor.com | 76 | 5.3% |
| consumeranalysis.com | 62 | 4.3% |
| epa.gov | 43 | 3% |
| bissell.com | 40 | 2.8% |
FAQ
Which brands do AI assistants recommend most for carpet cleaners?
Over the last 30 days the top brands by AI mention share are: Bissell (31.5%), Hoover (13.1%), Shark (10.9%), Rug Doctor (7.8%), Mytee (3.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about carpet cleaners?
GEOly estimates ~105,138 AI queries per month in this category across 19 buyer topics, led by “spot carpet cleaners”.
Which sources do AI engines cite for carpet cleaners?
The most-cited domains are: goodhousekeeping.com, reddit.com, vacuumwars.com, consumerreports.org, rugdoctor.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.