#498,332 OF 1,392,098 IN FOOD & BEVERAGE
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AI Visibility Scorecard
E.N. Durham
endurham.com · Food & Beverage
Borderline visible. AI bots can crawl E.N. Durham, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Meta AI · Claude
#498,332 of 1,392,098 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About E.N. Durham
from our crawl and measurement
E.N. Durham is a business whose own site puts it this way: "Elisabeth (E.N.) Durham may spend her nights moonlighting as a medical scientist, but she spends her days dreaming about romance and fantasy worlds." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.7/10, E.N. Durham is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Makes a Writer?
ByE.N. Durham 28 Sep 233 Mar 25 I will, probably, never be a traditionally published author. I am not looking to live off of my writing. My actual career is something that I love and am very good at. I will, however, defend to the death my right to be called a writer.
Is this your brand?
The exact fixes for E.N. Durham
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/endurham
Cite this score: Engagemii (2026). "AEO Score for E.N. Durham." Retrieved from https://engagemii.com/aeo/brands/endurham
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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