Category AI Visibility Report
Personal Watercraft 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
≈1,635
Est. AI queries / month
6
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in Personal Watercraft across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,635 AI queries per month.
- Yamaha leads the AI shelf with 32.6% of brand mentions, followed by Sea-Doo (32.5%) and Kawasaki (18%). The top three hold 83.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “supercharged personal watercraft” (top keyword “supercharged jet ski”, ~880 searches/mo).
- AI answers lean on brp.com most (35.2% 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 | Yamaha | 654 | 32.6% |
| 2 | Sea-Doo | 652 | 32.5% |
| 3 | Kawasaki | 360 | 18% |
| 4 | Taiga Coolers | 86 | 4.3% |
| 5 | Taiga Motors | 51 | 2.5% |
| 6 | Narke | 33 | 1.6% |
| 7 | Old Town | 19 | 0.9% |
| 8 | Krash | 17 | 0.8% |
| 9 | Taiga Orca | 12 | 0.6% |
| 10 | Rickter | 11 | 0.5% |
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 |
|---|---|---|---|
| supercharged personal watercraft | ≈821 | supercharged jet ski | 880 |
| 3 seater personal watercraft | ≈814 | 3 seater jet ski | 1,000 |
| personal watercraft for fishing | — | fishing jet ski | 12,100 |
| stand-up personal watercraft | — | stand up jet ski | 12,100 |
| electric personal watercraft | — | electric jet ski | 5,400 |
| mini personal watercraft | — | mini jet ski | 1,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| brp.com | 122 | 35.2% |
| reddit.com | 97 | 28% |
| kawasaki.com | 27 | 7.8% |
| taigamotors.com | 17 | 4.9% |
| boatingmag.com | 14 | 4% |
| yamahawaverunners.com | 11 | 3.2% |
| boats.com | 10 | 2.9% |
| jetdrift.com | 9 | 2.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for personal watercraft?
Over the last 30 days the top brands by AI mention share are: Yamaha (32.6%), Sea-Doo (32.5%), Kawasaki (18%), Taiga Coolers (4.3%), Taiga Motors (2.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about personal watercraft?
GEOly estimates ~1,635 AI queries per month in this category across 6 buyer topics, led by “supercharged personal watercraft”.
Which sources do AI engines cite for personal watercraft?
The most-cited domains are: brp.com, reddit.com, kawasaki.com, taigamotors.com, boatingmag.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.