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AI Visibility Scorecard
benjamingfreeman.com · Education
Somewhat visible. AI bots can read The Mountain Bird Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#134,626 of 884,334 in Education for AI visibility
5.8
/10
AEO Score
from our crawl and measurement
The Mountain Bird Lab describes itself simply: "Ben Freeman is a graduate student in the Department of Ecology and Evolutionary Biology at Cornell University. He studies birds in tropical mountains." Its AI visibility score is 5.8 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 (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
4
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
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.
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 5.8/10, The Mountain Bird Lab has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Mountain Bird Lab
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Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benjamingfreeman
Cite this score: Engagemii (2026). "AEO Score for The Mountain Bird Lab." Retrieved from https://engagemii.com/aeo/brands/benjamingfreeman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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