Category AI Visibility Report
Mops 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
≈15,379
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 Mops across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 15,379 AI queries per month.
- O-Cedar leads the AI shelf with 30.1% of brand mentions, followed by Bona (15%) and Libman (10.6%). The top three hold 55.7% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “mops for tile floors” (top keyword “best mop for tile floors”, ~4,400 searches/mo).
- AI answers lean on bobvila.com most (27.1% 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 | O-Cedar | 1,564 | 30.1% |
| 2 | Bona | 779 | 15% |
| 3 | Libman | 549 | 10.6% |
| 4 | Rubbermaid | 500 | 9.6% |
| 5 | Bissell | 352 | 6.8% |
| 6 | Shark | 220 | 4.2% |
| 7 | Swiffer | 139 | 2.7% |
| 8 | True & Tidy | 81 | 1.6% |
| 9 | Microfiber Wholesale | 65 | 1.3% |
| 10 | Tineco | 56 | 1.1% |
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 |
|---|---|---|---|
| mops for tile floors | ≈5,253 | best mop for tile floors | 4,400 |
| sponge mops | ≈5,134 | sponge mop | 6,600 |
| mops for vinyl plank floors | ≈4,992 | microfiber mop for vinyl plank floors | 2,900 |
| spin mops | — | mops that spin | 33,100 |
| mops for hardwood floors | — | microfiber mop for hardwood floors | 27,100 |
| scrub mops | — | magic eraser mop | 3,600 |
| spray mops | — | mops swiffer | 33,100 |
| dust mops | — | dust mop | 14,800 |
| wet mops | — | wet mop | 4,400 |
| mops for walls | — | wall mop | 5,400 |
| microfiber mops | — | microfiber mop | 22,200 |
| steam mops | — | steam mops | 60,500 |
| mops for laminate floors | — | microfiber mops for laminate floors | 12,100 |
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 | 242 | 27.1% |
| reddit.com | 129 | 14.4% |
| ocedar.com | 98 | 11% |
| goodhousekeeping.com | 91 | 10.2% |
| southernliving.com | 65 | 7.3% |
| lowes.com | 38 | 4.3% |
| consumerreports.org | 35 | 3.9% |
| bona.com | 33 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for mops?
Over the last 30 days the top brands by AI mention share are: O-Cedar (30.1%), Bona (15%), Libman (10.6%), Rubbermaid (9.6%), Bissell (6.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about mops?
GEOly estimates ~15,379 AI queries per month in this category across 13 buyer topics, led by “mops for tile floors”.
Which sources do AI engines cite for mops?
The most-cited domains are: bobvila.com, reddit.com, ocedar.com, goodhousekeeping.com, southernliving.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.