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AI Visibility Scorecard
Sarah Manthey
pilgrimviols.com · Education
Borderline visible. AI bots can crawl Sarah Manthey, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#831,863 of 916,717 in Education for AI visibility
3.1
/10
AEO Score
About Sarah Manthey
from our crawl and measurement
Sarah Manthey is a business whose own site puts it this way: "Welcome to my studio! All levels and ages welcome. Ensembles, duos, individual lessons offered. In-Person & Zoom lesson rates available. Please feel free to reach out to me via email." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. It is passable on a workable page structure and a partly stated business identity. What holds it back is credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, Sarah Manthey is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sarah Manthey
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pilgrimviols
Cite this score: Engagemii (2026). "AEO Score for Sarah Manthey." Retrieved from https://engagemii.com/aeo/brands/pilgrimviols
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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