Category AI Visibility Report
Upholstery 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
≈15,957
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 Upholstery Cleaners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 15,957 AI queries per month.
- Bissell leads the AI shelf with 23.7% of brand mentions, followed by Hoover (8.7%) and Shark (8.2%). The top three hold 40.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “upholstery cleaner machines” (top keyword “best upholstery cleaner machine”, ~3,600 searches/mo).
- AI answers lean on goodhousekeeping.com most (30.7% 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 | 1,472 | 23.7% |
| 2 | Hoover | 540 | 8.7% |
| 3 | Shark | 512 | 8.2% |
| 4 | Dupray | 277 | 4.5% |
| 5 | Mytee | 241 | 3.9% |
| 6 | Chemical Guys | 193 | 3.1% |
| 7 | Folex | 156 | 2.5% |
| 8 | Rocco & Roxie | 144 | 2.3% |
| 9 | McCulloch | 141 | 2.3% |
| 10 | Meguiar's | 134 | 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 |
|---|---|---|---|
| upholstery cleaner machines | ≈5,548 | best upholstery cleaner machine | 3,600 |
| solvent-based upholstery cleaners | ≈5,250 | solvent based cleaners for upholstery | 1,900 |
| water-based upholstery cleaners | ≈5,159 | water based cleaners for upholstery | 1,900 |
| enzyme upholstery cleaners | — | pet stain enzyme cleaner | 14,800 |
| upholstery cleaners for leather | — | leather couch cleaner | 18,100 |
| portable upholstery cleaners | — | portable carpet and upholstery cleaners | 33,100 |
| upholstery cleaners for couches | — | couch cleaner | 33,100 |
| carpet and upholstery cleaners | — | portable carpet and upholstery cleaners | 33,100 |
| upholstery cleaners for pet stains | — | pet stain enzyme cleaner | 14,800 |
| upholstery cleaners for cars | — | car seat cleaner | 14,800 |
| steam upholstery cleaners | — | best steam cleaner | 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 | 388 | 30.7% |
| reddit.com | 175 | 13.8% |
| caranddriver.com | 162 | 12.8% |
| bobvila.com | 125 | 9.9% |
| consumerreports.org | 77 | 6.1% |
| bissell.com | 40 | 3.2% |
| bhg.com | 35 | 2.8% |
| vacuumwars.com | 28 | 2.2% |
Related category reports
FAQ
Which brands do AI assistants recommend most for upholstery cleaners?
Over the last 30 days the top brands by AI mention share are: Bissell (23.7%), Hoover (8.7%), Shark (8.2%), Dupray (4.5%), Mytee (3.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about upholstery cleaners?
GEOly estimates ~15,957 AI queries per month in this category across 11 buyer topics, led by “upholstery cleaner machines”.
Which sources do AI engines cite for upholstery cleaners?
The most-cited domains are: goodhousekeeping.com, reddit.com, caranddriver.com, bobvila.com, consumerreports.org. 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.