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Sarah T. Roberts | The Illusion of Volition
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.
5/10 means Sarah T. Roberts | The Illusion of Volition is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
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
Category: Technology
illusionofvolition.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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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 June 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/illusionofvolition
Cite this score: Engagemii (2026). "AEO Score for Sarah T. Roberts | The Illusion of Volition." Retrieved from https://engagemii.com/aeo/brands/illusionofvolition
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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