AI Visibility Scorecard
Carolyn Luddy
641murals.com · Media & Entertainment
Borderline visible. AI bots can crawl Carolyn Luddy, 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 5 times
Meta AI · Apple Intelligence · Claude
#632,985 of 1,965,125 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
?
AI Adoption
iNone detected · -/100
About Carolyn Luddy
from our crawl and measurement
"Connecticut Mural Painter Adding beauty to the world around us 641 Murals is a small business ran by an independent mural artist, Carolyn Luddy." That is how 641murals.com of West Hartford, CT introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5/10, Carolyn Luddy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carolyn Luddy
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/641murals
Cite this score: Engagemii (2026). "AEO Score for Carolyn Luddy." Retrieved from https://engagemii.com/aeo/brands/641murals
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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