AI Visibility Scorecard
Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan
uppermittenmusic.com · Media & Entertainment
Borderline visible. AI bots can crawl Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 6 times
Meta AI · Claude · Perplexity
#1,236,111 of 1,966,229 in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
Top 79% of Media & Entertainment
See what's behind this score →3.6
AEO Visibility
iNear-invisible · 3.6/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan
from our crawl and measurement
Pete Willis's Upper Mitten Music Service is a business whose own site puts it this way: "Woodwind & brass instrument repair, service, rental, used instrument sales in the Grand Traverse region of northern Michigan - Traverse City, Kingsley, and Kalkaska." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan
- Website ·
- uppermittenmusic.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.6/10, Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uppermittenmusic
Cite this score: Engagemii (2026). "AEO Score for Pete Willis's Upper Mitten Music Service - woodwind and brass band instrument repair in Northern Michigan." Retrieved from https://engagemii.com/aeo/brands/uppermittenmusic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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