Category AI Visibility Report
Spin 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
≈11,399
Est. AI queries / month
13
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 13 buyer topics in Spin Scrubbers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 11,399 AI queries per month.
- HOTO leads the AI shelf with 10.6% of brand mentions, followed by RYOBI (9.6%) and Rubbermaid (7.6%). The top three hold 27.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Electric spin scrubbers” (top keyword “power scrubber for bathroom”, ~3,600 searches/mo).
- AI answers lean on goodhousekeeping.com most (18.9% 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 | HOTO | 408 | 10.6% |
| 2 | RYOBI | 368 | 9.6% |
| 3 | Rubbermaid | 290 | 7.6% |
| 4 | Casabella | 170 | 4.4% |
| 5 | Scotch-Brite | 152 | 4% |
| 6 | Leebein | 135 | 3.5% |
| 7 | Bissell | 130 | 3.4% |
| 8 | OXO | 122 | 3.2% |
| 9 | Kärcher | 86 | 2.2% |
| 10 | Tineco | 79 | 2.1% |
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 |
|---|---|---|---|
| Electric spin scrubbers | ≈4,308 | power scrubber for bathroom | 3,600 |
| Spin scrubbers for floors | ≈4,203 | floor scrubber manual | 1,600 |
| Spin scrubbers for shower cleaning tools and cleaners | ≈2,888 | shower cleaning tools | 1,000 |
| Spin scrubbers for shower and bathroom cleaning | — | shower scrubber | 8,100 |
| Spin scrubbers for feet | — | shower foot scrubber | 4,400 |
| Spin scrubbers for back and body | — | shower brush for back | 2,400 |
| Spin scrubbers for kitchen and food cleaning | — | chainmail scrubber for cast iron | 4,400 |
| Spin scrubbers for shower cleaning | — | shower scrubber | 8,100 |
| Spin scrubbers for body use | — | silicone scrubber | 9,900 |
| Spin scrubbers for floor cleaning | — | floor scrubber manual | 1,600 |
| Spin scrubbers for shower cleaning tools | — | shower cleaning brush | 5,400 |
| Spin scrubbers for back cleaning | — | back scrubber | 5,400 |
| Spin scrubbers for bathroom cleaning | — | bathroom scrubber | 5,400 |
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 | 112 | 18.9% |
| reddit.com | 106 | 17.9% |
| bobvila.com | 66 | 11.1% |
| consumerreports.org | 50 | 8.4% |
| popularmechanics.com | 34 | 5.7% |
| people.com | 32 | 5.4% |
| walmart.com | 27 | 4.6% |
| southernliving.com | 26 | 4.4% |
FAQ
Which brands do AI assistants recommend most for spin scrubbers?
Over the last 30 days the top brands by AI mention share are: HOTO (10.6%), RYOBI (9.6%), Rubbermaid (7.6%), Casabella (4.4%), Scotch-Brite (4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about spin scrubbers?
GEOly estimates ~11,399 AI queries per month in this category across 13 buyer topics, led by “Electric spin scrubbers”.
Which sources do AI engines cite for spin scrubbers?
The most-cited domains are: goodhousekeeping.com, reddit.com, bobvila.com, consumerreports.org, popularmechanics.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.