Category AI Visibility Report
Vacuum Cleaners 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
≈79,453
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Vacuum Cleaners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 79,453 AI queries per month.
- Shark leads the AI shelf with 14.7% of brand mentions, followed by Dyson (14.7%) and Roborock (8.2%). The top three hold 37.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Vacuum cleaners for fleas and bed bugs” (top keyword “flea vacuum cleaner”, ~27,100 searches/mo).
- AI answers lean on rtings.com most (42.1% 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 | Shark | 1,044 | 14.7% |
| 2 | Dyson | 1,044 | 14.7% |
| 3 | Roborock | 584 | 8.2% |
| 4 | Dreame | 579 | 8.2% |
| 5 | Miele | 569 | 8% |
| 6 | SEBO | 311 | 4.4% |
| 7 | Tineco | 289 | 4.1% |
| 8 | Bissell | 270 | 3.8% |
| 9 | RYOBI | 196 | 2.8% |
| 10 | eufy | 194 | 2.7% |
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 |
|---|---|---|---|
| Vacuum cleaners for fleas and bed bugs | ≈31,228 | flea vacuum cleaner | 27,100 |
| Vacuum cleaners for carpet | ≈28,548 | carpet cleaner vacuum | 14,800 |
| Vacuum cleaners for the car | ≈19,677 | car vacuum cleaner cordless | 9,900 |
| Stick vacuum cleaners | — | cordless stick vacuum | 74,000 |
| Handheld vacuum cleaners | — | handheld vacuum | 33,100 |
| Wet dry vacuum cleaners | — | wet dry vacuum | 27,100 |
| Vacuum cleaners for pet hair | — | best vacuum for pet hair | 40,500 |
| Vacuum cleaners with HEPA filters | — | hepa vacuum cleaner | 27,100 |
| Vacuum cleaners for hardwood floors | — | best vacuum for hardwood floors | 22,200 |
| Cordless vacuum cleaners | — | cordless vacuum | 90,500 |
| Vacuum cleaners for pools | — | pool vacuum | 60,500 |
| Robot vacuum cleaners | — | robot vacuum | 135,000 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| rtings.com | 455 | 42.1% |
| reddit.com | 128 | 11.8% |
| vacuumwars.com | 92 | 8.5% |
| techradar.com | 82 | 7.6% |
| wired.com | 79 | 7.3% |
| consumerreports.org | 70 | 6.5% |
| tomsguide.com | 32 | 3% |
| goodhousekeeping.com | 30 | 2.8% |
FAQ
Which brands do AI assistants recommend most for vacuum cleaners?
Over the last 30 days the top brands by AI mention share are: Shark (14.7%), Dyson (14.7%), Roborock (8.2%), Dreame (8.2%), Miele (8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about vacuum cleaners?
GEOly estimates ~79,453 AI queries per month in this category across 12 buyer topics, led by “Vacuum cleaners for fleas and bed bugs”.
Which sources do AI engines cite for vacuum cleaners?
The most-cited domains are: rtings.com, reddit.com, vacuumwars.com, techradar.com, wired.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.