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AI Visibility Scorecard
Hollie Russon Gilman
hrgilman.com · Education
Somewhat visible. AI bots can read Hollie Russon Gilman, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#263,656 of 885,292 in Education for AI visibility
5.3
/10
AEO Score
About Hollie Russon Gilman
from our crawl and measurement
"Political Scientist. Technology and Governance. Urban + Civic Innovation." That is how Hollie Russon Gilman introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
6
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
7
Inbound links from other sites.
Domain Authority
1
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 5.3/10, Hollie Russon Gilman 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/hrgilman
Cite this score: Engagemii (2026). "AEO Score for Hollie Russon Gilman." Retrieved from https://engagemii.com/aeo/brands/hrgilman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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