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AI Visibility Scorecard
Sarah Werner
sarahwerner.net · Food & Beverage
Somewhat visible. AI bots can read Sarah Werner, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#19,717 of 1,708,427 in Food & Beverage for AI visibility
6.4
/10
AEO Score
About Sarah Werner
from sarahwerner.net
Resources Wynken de Worde Designs Sarah Werner An independent librarian, book historian, and bibliographer based in Washington, DC work with me Learn More I work with special collections libraries and teachers to strengthen what they do.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
6
Forum and community discussion.
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 6.4/10, Sarah Werner has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sarah Werner
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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sarahwerner-net
Cite this score: Engagemii (2026). "AEO Score for Sarah Werner." Retrieved from https://engagemii.com/aeo/brands/sarahwerner-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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