#407,241 OF 1,947,817 IN MEDIA & ENTERTAINMENT
SCORE HISTORY BEGINS 2026-07-09
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AI Visibility Scorecard
Quinn Patrick Ankrum
quinnpatrickankrum.com · Media & Entertainment
Somewhat visible. AI bots can read Quinn Patrick Ankrum, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · ChatGPT
#407,241 of 1,947,817 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Quinn Patrick Ankrum
from our crawl and measurement
"I am Quinn Patrick Ankrum, Licensed Body Mapping Educator, Professional Singer, and Voice Teacher. I want to connect with you to help you discover joyful expression in your music-making." That is how Quinn Patrick Ankrum of Cincinnati, OH introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with crawler access and the files AI engines look for, a clearly stated business identity, a clear heading structure.
Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, Quinn Patrick Ankrum has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Quinn Patrick Ankrum
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/quinnpatrickankrum
Cite this score: Engagemii (2026). "AEO Score for Quinn Patrick Ankrum." Retrieved from https://engagemii.com/aeo/brands/quinnpatrickankrum
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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