AI Visibility Scorecard
Department of History
drjmil.com · Education
At 2.9/10, Department of History 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 4 times
Claude · Apple Intelligence · ShapBot
#286,459 of 937,462 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 44% of Education companies
3
AEO Visibility
iNear-invisible · 2.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Department of History
from our crawl and measurement
drjmil describes itself simply: "Jessica Millward If you are free, you need to free somebody else." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 2.9/10, Department of History is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Dr. JMil?
Jessica Millward is a media savvy historian and podcast host who specializes in bringing a historical perspective to modern times. An out of the box thinker, radical dreamer and intellectual freedom fighter, Millward is particularly interested in the intersections of slavery, freedom, power and liberation. Professor Millward is the Black Thriving Inclusive Excellence Term Chair at UC Irvine.
Is this your brand?
The exact fixes for Department of History
Which AI engines already crawl you
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drjmil
Cite this score: Engagemii (2026). "AEO Score for Department of History." Retrieved from https://engagemii.com/aeo/brands/drjmil
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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