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AI Visibility Scorecard
Thomas M. Joyce
tomjoyce.com · Finance & Insurance
Borderline visible. AI bots can crawl Thomas M. Joyce, 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 3 times
Claude · Meta AI
#275,164 of 749,395 in Finance & Insurance for AI visibility
4.8
/10
AEO Score
About Thomas M. Joyce
from our crawl and measurement
"Tom Joyce is a Partner in the Montauk Distilling Company. He previously spent 35 years working in financial services where he was recognized as an industry leader for his accomplishments." That is how Thomas M. Joyce introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (WebSite, Article) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
10
Recognized in AI knowledge graphs.
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 4.8/10, Thomas M. Joyce is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Thomas M. Joyce
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tomjoyce
Cite this score: Engagemii (2026). "AEO Score for Thomas M. Joyce." Retrieved from https://engagemii.com/aeo/brands/tomjoyce
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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