Category AI Visibility Report
Robotic Pool 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
≈1,636
Est. AI queries / month
28
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 28 buyer topics in Robotic Pool Cleaners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,636 AI queries per month.
- Maytronics leads the AI shelf with 37% of brand mentions, followed by Aiper (21.2%) and Beatbot (14.9%). The top three hold 73.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Poolroboter für runde Pools” (top keyword “poolroboter für runden pool”, ~320 searches/mo).
- AI answers lean on bobvila.com most (16.5% 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 | Maytronics | 4,747 | 37% |
| 2 | Aiper | 2,725 | 21.2% |
| 3 | Beatbot | 1,919 | 14.9% |
| 4 | Polaris | 803 | 6.3% |
| 5 | WYBOT | 623 | 4.9% |
| 6 | Dreame | 338 | 2.6% |
| 7 | MOVA | 284 | 2.2% |
| 8 | Bestway | 169 | 1.3% |
| 9 | Betta | 148 | 1.2% |
| 10 | Zodiac | 146 | 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 |
|---|---|---|---|
| Poolroboter für runde Pools | ≈412 | poolroboter für runden pool | 320 |
| Akku Poolroboter für Wand und Boden | ≈406 | poolroboter wand und boden testsieger | 210 |
| Kabellose Akku Poolroboter | ≈343 | poolroboter akku | 4,400 |
| robotic pool cleaners how they work | ≈95 | how do robotic pool cleaners work | 40 |
| robotic pool cleaners comparison | ≈95 | compare robotic pool cleaners | 50 |
| refurbished and used robotic pool cleaners | ≈95 | refurbished robotic pool cleaners | 20 |
| robotic pool cleaners work | ≈95 | how do robotic pool cleaners work | 40 |
| how robotic pool cleaners work | ≈95 | how do robotic pool cleaners work | 40 |
| Akku-Poolroboter | — | poolroboter akku | 4,400 |
| automatischer Poolreiniger im Test | — | poolroboter test | 5,400 |
| automatischer Poolreiniger für Aufstellpools | — | intex poolsauger | 2,900 |
| Poolroboter für Wand und Boden | — | poolroboter wand und boden | 1,000 |
| robotic pool cleaners for above ground pools | — | robotic above ground pool cleaners | 2,400 |
| robotic pool cleaners for inground pools | — | robotic pool cleaners for inground pools | 33,100 |
| Akku automatischer Poolreiniger | — | poolsauger akku | 5,400 |
| Dolphin robotic pool cleaners | — | dolphin pool cleaner | 18,100 |
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 | 281 | 16.5% |
| reddit.com | 236 | 13.8% |
| computerbild.de | 133 | 7.8% |
| forbes.com | 124 | 7.3% |
| maytronics.com | 121 | 7.1% |
| wired.com | 119 | 7% |
| beatbot.com | 112 | 6.6% |
| faz.net | 91 | 5.3% |
FAQ
Which brands do AI assistants recommend most for robotic pool cleaners?
Over the last 30 days the top brands by AI mention share are: Maytronics (37%), Aiper (21.2%), Beatbot (14.9%), Polaris (6.3%), WYBOT (4.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about robotic pool cleaners?
GEOly estimates ~1,636 AI queries per month in this category across 28 buyer topics, led by “Poolroboter für runde Pools”.
Which sources do AI engines cite for robotic pool cleaners?
The most-cited domains are: bobvila.com, reddit.com, computerbild.de, forbes.com, maytronics.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.