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AI Visibility Scorecard
James Freire
jamesfreire.substack.com · Technology
Somewhat visible. AI bots can read James Freire, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#56,067 of 2,624,033 in Technology for AI visibility
6.7
/10
AEO Score
About James Freire
from our crawl and measurement
"I write about data, AI, and the strategic technology decisions. I was a Data Scientist at AWS, Oracle and I traded a $250mm quantitative fund at SAC Capital Advisors. Click to...." That is how James Freire introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
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 6.7/10, James Freire 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 Freire
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/jamesfreire-substack
Cite this score: Engagemii (2026). "AEO Score for James Freire." Retrieved from https://engagemii.com/aeo/brands/jamesfreire-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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