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AI Visibility Scorecard
Sarah Osten
sarahosten.com · Food & Beverage
Somewhat visible. AI bots can read Sarah Osten, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#436,190 of 1,746,419 in Food & Beverage for AI visibility
5.1
/10
AEO Score
About Sarah Osten
from sarahosten.com
About Book Teaching CV Blog Links Contact Menu Sarah Osten Street Address City, State, Zip Phone Number Historian of Latin America at the University of Vermont Your Custom Text Here Sarah Osten About Book Teaching CV Blog Links Contact I am a historian of Latin America and an associate professor at the University of Vermont, specializing in twentieth century Mexico.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
7
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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.
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 5.1/10, Sarah Osten has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Sarah Osten
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sarahosten
Cite this score: Engagemii (2026). "AEO Score for Sarah Osten." Retrieved from https://engagemii.com/aeo/brands/sarahosten
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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