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AI Visibility Scorecard
Caleb Scoville
calebscoville.com · Education
Somewhat visible. AI bots can read Caleb Scoville, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Apple Intelligence · Claude
#70,913 of 886,188 in Education for AI visibility
6.2
/10
AEO Score
About Caleb Scoville
from our crawl and measurement
"Caleb Scoville is an Assistant Professor of Sociology at Tufts University. He studies the politics of environmental knowledge." That is how Caleb Scoville introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) 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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
10
Recognized in AI knowledge graphs.
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 6.2/10, Caleb Scoville has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Caleb Scoville
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/calebscoville
Cite this score: Engagemii (2026). "AEO Score for Caleb Scoville." Retrieved from https://engagemii.com/aeo/brands/calebscoville
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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