Category AI Visibility Report
Trombones 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
≈3,630
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 Trombones across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,630 AI queries per month.
- Yamaha leads the AI shelf with 23.7% of brand mentions, followed by Bach (14.1%) and S.E. Shires Q-Series (10.8%). The top three hold 48.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “plastic trombones” (top keyword “plastic trombone”, ~1,900 searches/mo).
- AI answers lean on reddit.com most (53.3% 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 | 1,799 | 23.7% |
| 2 | Bach | 1,071 | 14.1% |
| 3 | S.E. Shires Q-Series | 821 | 10.8% |
| 4 | C.G. Conn | 819 | 10.8% |
| 5 | King | 564 | 7.4% |
| 6 | Edwards/EST | 378 | 5% |
| 7 | Getzen | 232 | 3.1% |
| 8 | pBone | 215 | 2.8% |
| 9 | Jupiter | 209 | 2.7% |
| 10 | Shire | 178 | 2.3% |
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 |
|---|---|---|---|
| plastic trombones | ≈1,344 | plastic trombone | 1,900 |
| jazz trombones | ≈1,285 | jazz trombone | 1,000 |
| professional trombones | ≈1,001 | shires trombones | 1,300 |
| bass trombones | — | bass trombone | 9,900 |
| valve trombones | — | valve trombone | 6,600 |
| tenor trombones | — | tenor trombone | 3,600 |
| used trombones | — | second hand trombones for sale | 880 |
| student trombones | — | student trombone | 1,600 |
| alto trombones | — | alto trombones | 2,900 |
| trombones with F attachment | — | f attachment trombone | 1,900 |
| contrabass trombones | — | contrabass trombone | 5,400 |
| soprano trombones | — | soprano trombone | 2,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 580 | 53.3% |
| yamaha.com | 144 | 13.2% |
| thebrass-exchange.com | 88 | 8.1% |
| sweetwater.com | 43 | 4% |
| edwards-instruments.com | 29 | 2.7% |
| seshires.com | 22 | 2% |
| pbonemusic.com | 22 | 2% |
| hornreviews.com | 21 | 1.9% |
Related category reports
FAQ
Which brands do AI assistants recommend most for trombones?
Over the last 30 days the top brands by AI mention share are: Yamaha (23.7%), Bach (14.1%), S.E. Shires Q-Series (10.8%), C.G. Conn (10.8%), King (7.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about trombones?
GEOly estimates ~3,630 AI queries per month in this category across 12 buyer topics, led by “plastic trombones”.
Which sources do AI engines cite for trombones?
The most-cited domains are: reddit.com, yamaha.com, thebrass-exchange.com, sweetwater.com, edwards-instruments.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.