Category AI Visibility Report
Robot Vacuum 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
≈13,333
Est. AI queries / month
5
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Robot Vacuum across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 13,333 AI queries per month.
- Roborock leads the AI shelf with 33.9% of brand mentions, followed by Dreame (25.7%) and eufy (15.4%). The top three hold 75% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Robot vacuum for pet hair” (top keyword “best robot vacuum for pet hair”, ~18,100 searches/mo).
- AI answers lean on rtings.com most (32.2% 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 | Roborock | 1,276 | 33.9% |
| 2 | Dreame | 966 | 25.7% |
| 3 | eufy | 580 | 15.4% |
| 4 | iRobot | 239 | 6.4% |
| 5 | TP-Link | 204 | 5.4% |
| 6 | ECOVACS Robotics | 194 | 5.2% |
| 7 | Shark | 142 | 3.8% |
| 8 | MOVA | 35 | 0.9% |
| 9 | Narwal | 32 | 0.9% |
| 10 | DEEBOT | 26 | 0.7% |
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 |
|---|---|---|---|
| Robot vacuum for pet hair | ≈13,333 | best robot vacuum for pet hair | 18,100 |
| Robot vacuum reviews | — | best robot vacuum | 60,500 |
| Robot vacuum and mop combos | — | mop vacuum robot | 40,500 |
| Brand robot vacuums | — | roomba vacuum | 49,500 |
| Cheap robot vacuums | — | budget friendly robot vacuum | 8,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| rtings.com | 185 | 32.2% |
| vacuumwars.com | 184 | 32% |
| reddit.com | 117 | 20.3% |
| tomsguide.com | 25 | 4.3% |
| consumerreports.org | 13 | 2.3% |
| techradar.com | 12 | 2.1% |
| popularmechanics.com | 9 | 1.6% |
| forbes.com | 8 | 1.4% |
FAQ
Which brands do AI assistants recommend most for robot vacuum?
Over the last 30 days the top brands by AI mention share are: Roborock (33.9%), Dreame (25.7%), eufy (15.4%), iRobot (6.4%), TP-Link (5.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about robot vacuum?
GEOly estimates ~13,333 AI queries per month in this category across 5 buyer topics, led by “Robot vacuum for pet hair”.
Which sources do AI engines cite for robot vacuum?
The most-cited domains are: rtings.com, vacuumwars.com, reddit.com, tomsguide.com, consumerreports.org. 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.