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AI Visibility Scorecard
benjaminvanwagoner.com · Education
At 1.8/10, benjamin vanwagoner 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#908,402 of 916,037 in Education for AI visibility
1.8
/10
AEO Score
from our crawl and measurement
benjamin vanwagoner is a business whose own site puts it this way: "Benjamin VanWagoner's scholarly website. Teacher and researcher at Columbia University and author of Imperial Ventures: Maritime Drama and the Invention of Risk. Lives in New York." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 out of 10.
Our crawl found a sitemap, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 1.8/10, benjamin vanwagoner is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for benjamin vanwagoner
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benjaminvanwagoner
Cite this score: Engagemii (2026). "AEO Score for benjamin vanwagoner." Retrieved from https://engagemii.com/aeo/brands/benjaminvanwagoner
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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