Category AI Visibility Report
Robot Lawn Mowers 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
≈2,082
Est. AI queries / month
17
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 17 buyer topics in Robot Lawn Mowers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,082 AI queries per month.
- Segway leads the AI shelf with 31% of brand mentions, followed by Mammotion (21.5%) and Husqvarna (16.5%). The top three hold 69% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Robotic lawn mowers without perimeter wire” (top keyword “best robot lawn mower without perimeter wire”, ~590 searches/mo).
- AI answers lean on youtube.com most (23.4% 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 | Segway | 7,685 | 31% |
| 2 | Mammotion | 5,318 | 21.5% |
| 3 | Husqvarna | 4,087 | 16.5% |
| 4 | Worx | 1,205 | 4.9% |
| 5 | Sunseeker | 979 | 3.9% |
| 6 | ECOVACS WINBOT | 740 | 3% |
| 7 | MOVA | 590 | 2.4% |
| 8 | Yarbo | 539 | 2.2% |
| 9 | Kress | 513 | 2.1% |
| 10 | Lymow | 467 | 1.9% |
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 |
|---|---|---|---|
| Robotic lawn mowers without perimeter wire | ≈524 | best robot lawn mower without perimeter wire | 590 |
| robot lawn mowers without perimeter wire | ≈524 | best robot lawn mower without perimeter wire | 590 |
| How robotic lawn mowers work | ≈518 | do robotic lawn mowers work | 210 |
| Do robot lawn mowers work | ≈516 | do robot lawn mowers work | 210 |
| robot lawn mowers for large lawns | — | best robot lawn mower for 1 acre | 480 |
| Robotic lawn mowers for sale | — | robotic lawn mowers for sale | 1,600 |
| Robotic lawn mowers price | — | robotic lawn mowers price | 1,900 |
| Robotic lawn mowers with reviews | — | best robotic lawn mower | 6,600 |
| Robotic lawn mowers reviews | — | best robotic lawn mower | 6,600 |
| Residential robotic lawn mowers | — | robot lawn mower | 74,000 |
| robot lawn mowers reviews | — | best robotic lawn mower | 6,600 |
| Robotic lawn mowers for beginners | — | automatic lawn mower robot | 2,900 |
| Wireless robotic lawn mowers | — | wireless robotic lawn mowers | 880 |
| commercial robotic lawn mowers | — | commercial robotic lawn mower | 1,300 |
| Cheap robot lawn mowers | — | robot lawn mowers prices | 1,900 |
| Robotic lawn mowers for large yards | — | best robot lawn mower for 1 acre | 480 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| youtube.com | 1,621 | 23.4% |
| google.com | 1,417 | 20.5% |
| reddit.com | 917 | 13.2% |
| mammotion.com | 726 | 10.5% |
| bobvila.com | 259 | 3.7% |
| sunseekerelite.com | 171 | 2.5% |
| husqvarna.com | 170 | 2.5% |
| pcmag.com | 133 | 1.9% |
FAQ
Which brands do AI assistants recommend most for robot lawn mowers?
Over the last 30 days the top brands by AI mention share are: Segway (31%), Mammotion (21.5%), Husqvarna (16.5%), Worx (4.9%), Sunseeker (3.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about robot lawn mowers?
GEOly estimates ~2,082 AI queries per month in this category across 17 buyer topics, led by “Robotic lawn mowers without perimeter wire”.
Which sources do AI engines cite for robot lawn mowers?
The most-cited domains are: youtube.com, google.com, reddit.com, mammotion.com, bobvila.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.