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Sarah T. Roberts | The Illusion of Volition
AEO Score: 6/10
Monitoring for AI engine activity
In the Engagemii AEO index
#123,819 of 3,525,865 in Technology for AI visibility
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. Two-thirds of websites are invisible to them. Sarah T. Roberts | The Illusion of Volition just got measured.
6/10 means Sarah T. Roberts | The Illusion of Volition is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Sarah T. Roberts | The Illusion of Volition
Sarah T. Roberts Speaker Author Expert Researcher Leading scholar on commercial content moderation, social media policy, and social media and society Twitter Mastodon Sarah T. Roberts, Ph.D. is a full professor at UCLA (Gender Studies, Information Studies, Labor Studies), specializing in Internet and social media policy, infrastructure, politics and culture, and the intersection of media,…
Key Topics
Details
Industry: Technology
drsarahtroberts.comAI Visibility Breakdown
1
Structured Data
8
Content Structure
6
Entity Clarity
6
E-E-A-T Signals
6
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on July 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drsarahtroberts
Cite this score: Engagemii (2026). "AEO Score for Sarah T. Roberts | The Illusion of Volition." Retrieved from https://engagemii.com/aeo/brands/drsarahtroberts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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