Category AI Visibility Report
Floor Scrubbers 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
≈2,244
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Floor Scrubbers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,244 AI queries per month.
- Tennant leads the AI shelf with 18.6% of brand mentions, followed by Kärcher (8.9%) and Nilfisk (7.8%). The top three hold 35.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Tile floor scrubbers” (top keyword “tile floor cleaners scrubbers”, ~1,600 searches/mo).
- AI answers lean on reddit.com most (24.1% 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 | Tennant | 670 | 18.6% |
| 2 | Kärcher | 322 | 8.9% |
| 3 | Nilfisk | 280 | 7.8% |
| 4 | Bissell | 275 | 7.6% |
| 5 | Advance | 225 | 6.2% |
| 6 | Tineco | 221 | 6.1% |
| 7 | RYOBI | 173 | 4.8% |
| 8 | Clarke | 154 | 4.3% |
| 9 | Dapper Supply | 153 | 4.2% |
| 10 | HOTO | 95 | 2.6% |
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 |
|---|---|---|---|
| Tile floor scrubbers | ≈1,251 | tile floor cleaners scrubbers | 1,600 |
| Used floor scrubbers | ≈993 | floor scrubbers used | 480 |
| Floor scrubbers for home use | — | best hard floor cleaner machine | 1,300 |
| Automatic floor scrubbers | — | auto floor scrubbers | 1,000 |
| Compact floor scrubbers | — | compact floor scrubbers | 1,300 |
| Ride-on floor scrubbers | — | floor scrubbers ride on | 1,600 |
| Walk-behind floor scrubbers | — | walk behind floor scrubber | 9,900 |
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 | 85 | 24.1% |
| tennantco.com | 82 | 23.2% |
| kaercher.com | 44 | 12.5% |
| bobvila.com | 28 | 7.9% |
| nilfisk.com | 27 | 7.6% |
| tennantrecon.com | 14 | 4% |
| consumerreports.org | 13 | 3.7% |
| vacuumwars.com | 11 | 3.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for floor scrubbers?
Over the last 30 days the top brands by AI mention share are: Tennant (18.6%), Kärcher (8.9%), Nilfisk (7.8%), Bissell (7.6%), Advance (6.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about floor scrubbers?
GEOly estimates ~2,244 AI queries per month in this category across 7 buyer topics, led by “Tile floor scrubbers”.
Which sources do AI engines cite for floor scrubbers?
The most-cited domains are: reddit.com, tennantco.com, kaercher.com, bobvila.com, nilfisk.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.