AI names Berklee more than its peers. Unbranded music school questions still go elsewhere.
Across ChatGPT, Gemini, Google AI Mode, and Google AI Overviews, US answers mentioned Berklee 10,427 times and used 3,782 Berklee pages as sources. That puts Berklee ahead of The New School (6,735 mentions) and Belmont (4,340). The University of Miami, measured across the whole university, is the only peer mentioned more often. The gap is on unbranded questions: in 62 answers about music schools, a peer appears and Berklee does not.
Where Berklee stands in AI search
Mention: Semrush detected the school as a brand in an AI answer. Cited page: a school page an answer used as a source. Peers: the three schools named in your request.
Four things the data shows
Berklee leads its peers at school scale
Berklee earned 10,427 US mentions, 55% more than The New School and 2.4 times Belmont. Its Semrush AI Visibility score of 71 is the highest of the four schools.
ChatGPT used 2,683 Berklee pages as sources, more than any other platform and more than the 2,104 it used from the University of Miami. Miami’s higher mention total covers the entire university, including athletics and its medical center, not only Frost School of Music.
AI uses Berklee as a music teacher
The Berklee pages AI cites most are lessons and articles: a Berklee Online guide to chord progressions (188 prompts), a music marketing article (183), a film, TV, and theater producer careers page (182), and the Pulse scales lesson (163). The berklee.edu home page ranks seventh, at 152.
That content builds authority, but it rarely points a reader toward applying. Where Berklee wins on decision topics, the question already names Berklee: campus tours and open house, scholarships and financial aid, and auditions and admissions all score 95 or higher on visibility.
| Page | Prompts citing it |
|---|---|
| Berklee Online: common chord progressions | 188 |
| Berklee Now: music marketing strategies | 183 |
| Careers: producer, film, TV, and theater | 182 |
| Berklee Online home page | 169 |
| Berklee Now: electronic music genres | 168 |
| Berklee Pulse: scales | 163 |
| berklee.edu home page | 152 |
| Berklee Online: circle of fifths | 144 |
| Berklee Online: music modes, major and minor | 129 |
| Berklee Online: 25 influential female rockers | 124 |
Unbranded music school questions go to peers
In 62 US answers to questions about music schools, at least one peer appears and Berklee does not. The University of Miami appears in 33, The New School in 19, and Belmont in 12.
Some are local, such as music schools in Miami, Nashville, or Brooklyn. Others are questions Berklee should own: “music engineering school,” “music graduate schools,” music school admissions and rankings, music therapy education, and music study for adults.
| Topic | AI topic volume | Answers without Berklee | Peers that appear |
|---|---|---|---|
| Audio engineering and sound technology | 115,980 | 3 | Miami, Belmont |
| Music education and schools | 76,760 | 2 | Miami, New School |
| Music therapy profession and education | 51,651 | 1 | Miami |
| Music school admissions and rankings | 1,801 | 2 | New School |
| Adult music education and lessons | 563 | 1 | New School |
| Music graduate schools | 276 | 2 | Miami, New School |
| Music production and recording schools in Florida | 87 | 6 | Miami |
The 62 total includes local questions about music schools in Miami, Nashville, and New York. This table leaves most of those out.
Pages for families and transfer students are hard for AI to find
Berklee publishes an llms.txt file, a guide AI tools can read, with dozens of links to programs, admissions, and aid. It does not list the Parents and Families page or the Transfer Credit page, the two pages built for those audiences.
Two more site settings limit what AI can read. robots.txt blocks every PDF on berklee.edu, so viewbooks, cost sheets, and audition guides are invisible to AI and search. The Undergraduate Admissions page carries no structured data.
| Check | Status | Detail |
|---|---|---|
| AI crawler access | In place | robots.txt does not block GPTBot, ClaudeBot, PerplexityBot, or Google-Extended |
| llms.txt | In place | Live, with programs, admissions, aid, and campuses |
| Families and transfer pages in llms.txt | Gap | Neither page is listed |
| PDF access | Gap | All PDFs disallowed site-wide |
| Structured data on Undergraduate Admissions | Gap | None found |
Five steps to turn category questions into Berklee answers
| Step | Action | Owner | Effort | What good looks like |
|---|---|---|---|---|
| 1 | Add a next-step line to the ten most-cited teaching pages | Berklee Online and content team | Low | Each page names the related Berklee program and links to it |
| 2 | Build category pages for music engineering, graduate study, music therapy, and adult study | Admissions marketing and web team | Medium | Berklee appears in answers to “music engineering school” and “music graduate schools” |
| 3 | Add Parents and Families and Transfer Credit to llms.txt | Web team | Low | Both pages listed with a one-line description |
| 4 | Make admissions PDF content readable | Web team | Medium | Cost, aid, and audition facts available as HTML pages or allowed PDFs |
| 5 | Add structured data to admissions, transfer, and families pages | Web team | Low | Pages pass Google’s Rich Results Test |
| How to track progress | Marketing, with Primacy | Low | Monthly mentions by platform, and fewer of the 62 music school answers without Berklee each quarter |
Glossary and method
Glossary
- Mention
- Semrush detected the school as a brand in an AI answer.
- Cited page
- A school page an AI answer used as a source.
- AI Visibility score
- Semrush’s 0 to 100 score for how often a domain appears in AI answers for the topics it is relevant to.
- Topic volume
- Semrush’s estimate of how often people ask AI platforms about a topic each month.
- Google AI Overviews and AI Mode
- The AI summary at the top of Google results, and Google’s conversational search mode.
Method
Source. Semrush Enterprise AI Visibility: Visibility Overview and Competitor Research.
Period. Data as of November 2026.
Scope. United States. ChatGPT, Gemini, Google AI Mode, and Google AI Overviews.
Schools. berklee.edu, newschool.edu, miami.edu, and belmont.edu.
University context. Semrush compares full domains, so The New School includes Parsons and the University of Miami includes the whole university, not only the College of Performing Arts and Frost School of Music.
Music school questions. Questions where a peer appears and Berklee does not, limited to prompts that contain both “music” and “school.”
Site checks. robots.txt, llms.txt, and structured data reviewed on the public site in November 2026.