Category AI Visibility Report
Mandolins 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
≈1,445
Est. AI queries / month
11
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Mandolins across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,445 AI queries per month.
- Eastman leads the AI shelf with 25.9% of brand mentions, followed by Collings (9.5%) and Gibson (7.4%). The top three hold 42.8% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “cheap mandolins” (top keyword “rogue mandolin”, ~1,300 searches/mo).
- AI answers lean on reddit.com most (48.7% 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 | Eastman | 1,230 | 25.9% |
| 2 | Collings | 451 | 9.5% |
| 3 | Gibson | 352 | 7.4% |
| 4 | The Loar | 298 | 6.3% |
| 5 | Northfield | 293 | 6.2% |
| 6 | Weber | 293 | 6.2% |
| 7 | Ibanez | 165 | 3.5% |
| 8 | Washburn | 126 | 2.7% |
| 9 | TRINITY | 104 | 2.2% |
| 10 | Gold Tone | 98 | 2.1% |
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 |
|---|---|---|---|
| cheap mandolins | ≈497 | rogue mandolin | 1,300 |
| irish mandolins | ≈483 | irish mandolin | 320 |
| mandolins made in usa | ≈465 | collings mandolins | 590 |
| used mandolins | — | gibson mandolins for sale | 590 |
| bluegrass mandolins | — | bluegrass mandolin | 1,300 |
| octave mandolins | — | octave mandolin | 3,600 |
| mandolins for beginners | — | mandolin for beginners | 2,400 |
| electric mandolins | — | electric mandolin | 1,900 |
| bowlback mandolins | — | bowlback mandolin | 720 |
| f-style mandolins | — | f-style mandolin | 1,300 |
| a-style mandolins | — | a style mandolin | 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 |
|---|---|---|
| reddit.com | 375 | 48.7% |
| mandolincafe.net | 119 | 15.5% |
| collingsguitars.com | 39 | 5.1% |
| sarahleeandjohnny.com | 30 | 3.9% |
| mandolincafe.com | 27 | 3.5% |
| northfieldinstruments.com | 21 | 2.7% |
| gibson.com | 14 | 1.8% |
| umgf.com | 12 | 1.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for mandolins?
Over the last 30 days the top brands by AI mention share are: Eastman (25.9%), Collings (9.5%), Gibson (7.4%), The Loar (6.3%), Northfield (6.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about mandolins?
GEOly estimates ~1,445 AI queries per month in this category across 11 buyer topics, led by “cheap mandolins”.
Which sources do AI engines cite for mandolins?
The most-cited domains are: reddit.com, mandolincafe.net, collingsguitars.com, sarahleeandjohnny.com, mandolincafe.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.