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AI Visibility Scorecard
Roger Wolfson
rogerwolfson.com · Education
Somewhat visible. AI bots can read Roger Wolfson, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#162,436 of 916,717 in Education for AI visibility
5.7
/10
AEO Score
About Roger Wolfson
from our crawl and measurement
Roger Wolfson is a business whose own site puts it this way: "<p>Roger Wolfson is a writer in Los Angeles, California. Among other projects, he has written for Law & Order: SVU, Saving Grace, and The Closer." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found sitemaps and entity links AI can follow, a clear heading structure, crawler access and the files AI engines look for. It also found the gaps that keep answer engines guessing: structured data describing the business, credibility markers like credentials or reviews.
Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
2
Established authority for your domain.
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 5.7/10, Roger Wolfson has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roger Wolfson
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/rogerwolfson
Cite this score: Engagemii (2026). "AEO Score for Roger Wolfson." Retrieved from https://engagemii.com/aeo/brands/rogerwolfson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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