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AI Visibility Scorecard
James Stone Glass
jamesstoneglass.com · Education
Somewhat visible. AI bots can read James Stone Glass, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#312,721 of 904,095 in Education for AI visibility
5.2
/10
AEO Score
About James Stone Glass
from our crawl and measurement
James Stone Glass, based in Escondido, CA, describes itself simply: "Master glass artist offering glass repair and restoration, custom commissions, memorial glass, wall sculpture, garden pieces, awards, donor gifts, and one-of-a-kind art glass." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (LocalBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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 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 5.2/10, James Stone Glass has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for James Stone Glass
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jamesstoneglass
Cite this score: Engagemii (2026). "AEO Score for James Stone Glass." Retrieved from https://engagemii.com/aeo/brands/jamesstoneglass
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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