Category AI Visibility Report
Steam 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
≈25,609
Est. AI queries / month
16
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 16 buyer topics in Steam Cleaners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 25,609 AI queries per month.
- Dupray leads the AI shelf with 20.4% of brand mentions, followed by Bissell (20.4%) and McCulloch (13.4%). The top three hold 54.2% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Steam cleaners for upholstery” (top keyword “steam cleaner for upholstery”, ~4,400 searches/mo).
- AI answers lean on bobvila.com most (20.7% 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 | Dupray | 1,461 | 20.4% |
| 2 | Bissell | 1,460 | 20.4% |
| 3 | McCulloch | 957 | 13.4% |
| 4 | Shark | 560 | 7.8% |
| 5 | Kärcher | 349 | 4.9% |
| 6 | Tineco | 265 | 3.7% |
| 7 | Wagner | 211 | 2.9% |
| 8 | Rug Doctor | 206 | 2.9% |
| 9 | Hoover | 199 | 2.8% |
| 10 | Vapamore | 167 | 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 |
|---|---|---|---|
| Steam cleaners for upholstery | ≈7,621 | steam cleaner for upholstery | 4,400 |
| Steam cleaners for mattresses | ≈6,458 | steam cleaner for mattress | 5,400 |
| Steam mop cleaners | ≈5,928 | steam cleaners mop | 1,900 |
| Steam cleaners for bathrooms and kitchens | ≈5,602 | steam cleaners for bathrooms | 2,900 |
| Steam cleaners for carpets and rugs | — | steam cleaners for rugs | 33,100 |
| Home steam cleaners | — | steam cleaner | 110,000 |
| Steam cleaners for grout and tile | — | grout steam cleaner | 9,900 |
| Steam cleaner rentals | — | steam cleaner rental | 14,800 |
| Steam cleaners for floors and hardwood | — | steam cleaner for floors | 6,600 |
| Commercial and industrial steam cleaners | — | commercial steam cleaners | 2,900 |
| Portable steam cleaners | — | steam cleaners portable | 9,900 |
| Steam cleaners for cars and auto detailing | — | steam cleaner for cars | 12,100 |
| Steam cleaners with vacuum | — | steam cleaners with vacuum | 8,100 |
| Steam cleaners for bed bugs | — | steam cleaner for bed bugs | 22,200 |
| Handheld steam cleaners | — | handheld steam cleaner | 40,500 |
| Steam cleaners for couches and furniture | — | steam cleaner for couch | 18,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| bobvila.com | 230 | 20.7% |
| reddit.com | 123 | 11.1% |
| consumerreports.org | 106 | 9.6% |
| goodhousekeeping.com | 105 | 9.5% |
| rugdoctor.com | 60 | 5.4% |
| vacuumwars.com | 52 | 4.7% |
| hgtv.com | 40 | 3.6% |
| homedepot.com | 39 | 3.5% |
FAQ
Which brands do AI assistants recommend most for steam cleaners?
Over the last 30 days the top brands by AI mention share are: Dupray (20.4%), Bissell (20.4%), McCulloch (13.4%), Shark (7.8%), Kärcher (4.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about steam cleaners?
GEOly estimates ~25,609 AI queries per month in this category across 16 buyer topics, led by “Steam cleaners for upholstery”.
Which sources do AI engines cite for steam cleaners?
The most-cited domains are: bobvila.com, reddit.com, consumerreports.org, goodhousekeeping.com, 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.