Category AI Visibility Report
Steam 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
≈1,310
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 Steam Mops across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,310 AI queries per month.
- Bissell leads the AI shelf with 36.2% of brand mentions, followed by Shark (28.6%) and Tineco (8.2%). The top three hold 73% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “steam mops for vinyl floors” (top keyword “steam mops on vinyl floors”, ~880 searches/mo).
- AI answers lean on consumerreports.org most (23.1% 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 | Bissell | 834 | 36.2% |
| 2 | Shark | 660 | 28.6% |
| 3 | Tineco | 189 | 8.2% |
| 4 | Kärcher | 132 | 5.7% |
| 5 | Dupray | 107 | 4.6% |
| 6 | Reliable | 58 | 2.5% |
| 7 | PurSteam | 53 | 2.3% |
| 8 | Euroflex | 40 | 1.7% |
| 9 | Kenmore | 37 | 1.6% |
| 10 | Roborock | 36 | 1.6% |
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 |
|---|---|---|---|
| steam mops for vinyl floors | ≈680 | steam mops on vinyl floors | 880 |
| steam mops for carpet | ≈630 | steam mops on carpet | 720 |
| steam mops for tile floors | — | steam mops for tile floors | 2,900 |
| best steam mops | — | steam mop | 60,500 |
| cordless steam mops | — | cordless steam mops | 4,400 |
| steam mops for laminate floors | — | can you use steam mops on laminate floors | 1,600 |
| steam mops for hardwood floors | — | steam mops on wooden floors | 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 |
|---|---|---|
| consumerreports.org | 80 | 23.1% |
| reddit.com | 60 | 17.3% |
| goodhousekeeping.com | 42 | 12.1% |
| techgearlab.com | 31 | 9% |
| southernliving.com | 23 | 6.6% |
| bobvila.com | 22 | 6.4% |
| bissell.com | 21 | 6.1% |
| yahoo.com | 9 | 2.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for steam mops?
Over the last 30 days the top brands by AI mention share are: Bissell (36.2%), Shark (28.6%), Tineco (8.2%), Kärcher (5.7%), Dupray (4.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about steam mops?
GEOly estimates ~1,310 AI queries per month in this category across 7 buyer topics, led by “steam mops for vinyl floors”.
Which sources do AI engines cite for steam mops?
The most-cited domains are: consumerreports.org, reddit.com, goodhousekeeping.com, techgearlab.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.