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AI Visibility Scorecard
Mab Segrest | Mab Segrest Books - award-winning author, scholar and activist
mabsegrest.com · Education
Somewhat visible. AI bots can read Mab Segrest | Mab Segrest Books - award-winning author, scholar and activist, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#157,503 of 886,607 in Education for AI visibility
5.7
/10
AEO Score
About Mab Segrest | Mab Segrest Books - award-winning author, scholar and activist
from our crawl and measurement
"Mab Segrest is an activist, writer, and teacher. Her books include Memoir of a Race Traitor, Administrations of Lunacy, My Mama’s Dead Squirrel, Born to Belonging." That is how Mab Segrest introduces itself. 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 structured data on the page (BreadcrumbList, WebPage, WebSite), an llms.txt file for AI models and a sitemap. It is missing 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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
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 5.7/10, Mab Segrest | Mab Segrest Books - award-winning author, scholar and activist has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/mabsegrest
Cite this score: Engagemii (2026). "AEO Score for Mab Segrest | Mab Segrest Books - award-winning author, scholar and activist." Retrieved from https://engagemii.com/aeo/brands/mabsegrest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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