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AI Visibility Scorecard
Ryan Fatica
ryanfatica.com · Media & Entertainment
At 3/10, Ryan Fatica is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#1,663,039 of 1,898,195 in Media & Entertainment for AI visibility
3
/10
AEO Score
About Ryan Fatica
from our crawl and measurement
Ryan Fatica is a business whose own site puts it this way: "Selected writing Recent Work FBI Bookstore Spying in Chicago Eyes Abortion Rights, Cop City, Anti-Development Activists The Case of Marvin Haynes, Part Three: The Framing of Marvin Haynes." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
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 3/10, Ryan Fatica is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ryan Fatica
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/ryanfatica
Cite this score: Engagemii (2026). "AEO Score for Ryan Fatica." Retrieved from https://engagemii.com/aeo/brands/ryanfatica
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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