Category AI Visibility Report
Floor Washers 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
≈30,452
Est. AI queries / month
15
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 15 buyer topics in Floor Washers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 30,452 AI queries per month.
- Bissell leads the AI shelf with 18.1% of brand mentions, followed by Tineco (9.2%) and Shark (8.3%). The top three hold 35.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Surface cleaner floor washers” (top keyword “floor cleaner”, ~22,200 searches/mo).
- AI answers lean on reddit.com most (17.2% 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 | 1,044 | 18.1% |
| 2 | Tineco | 531 | 9.2% |
| 3 | Shark | 479 | 8.3% |
| 4 | Bona | 438 | 7.6% |
| 5 | Hoover | 317 | 5.5% |
| 6 | Zep | 195 | 3.4% |
| 7 | O-Cedar | 194 | 3.4% |
| 8 | Tennant | 191 | 3.3% |
| 9 | Kärcher | 176 | 3.1% |
| 10 | Dupray | 169 | 2.9% |
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 |
|---|---|---|---|
| Surface cleaner floor washers | ≈9,035 | floor cleaner | 22,200 |
| Commercial and professional floor washers | ≈7,373 | industrial carpet cleaner | 3,600 |
| Cordless and portable floor washers | ≈7,201 | small carpet cleaner | 6,600 |
| Spot and stain cleaning floor washers | ≈6,843 | spot cleaner | 5,400 |
| Steam floor washers | — | steam cleaner | 110,000 |
| Car and vehicle floor washers | — | car carpet cleaner | 22,200 |
| Walk-behind floor washers | — | floor scrubber | 18,100 |
| Laminate and vinyl floor washers | — | laminate floor cleaner | 14,800 |
| Tile and grout floor washers | — | commercial tile and grout cleaner | 12,100 |
| Mop and mopping systems for floor washers | — | mop and bucket | 9,900 |
| Upholstery and furniture floor washers | — | upholstery cleaner | 60,500 |
| Carpet cleaning floor washers | — | carpet cleaner | 368,000 |
| Concrete floor washers | — | concrete floor cleaner | 5,400 |
| Natural and DIY floor washers | — | baking soda carpet cleaner | 12,100 |
| Hardwood floor washers | — | bona hardwood floor cleaner | 60,500 |
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 | 161 | 17.2% |
| vacuumwars.com | 130 | 13.9% |
| goodhousekeeping.com | 129 | 13.8% |
| bobvila.com | 91 | 9.7% |
| consumerreports.org | 65 | 6.9% |
| southernliving.com | 64 | 6.8% |
| bona.com | 53 | 5.7% |
| bissell.com | 30 | 3.2% |
FAQ
Which brands do AI assistants recommend most for floor washers?
Over the last 30 days the top brands by AI mention share are: Bissell (18.1%), Tineco (9.2%), Shark (8.3%), Bona (7.6%), Hoover (5.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about floor washers?
GEOly estimates ~30,452 AI queries per month in this category across 15 buyer topics, led by “Surface cleaner floor washers”.
Which sources do AI engines cite for floor washers?
The most-cited domains are: reddit.com, vacuumwars.com, goodhousekeeping.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.