AI Visibility Scorecard
Susan Yu
fridgetofine.com · Technology
Borderline visible. AI bots can crawl Susan Yu, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#944,937 of 2,704,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
8
AI Adoption
iBasic · 8/100
About Susan Yu
from our crawl and measurement
"When AI can do the work, what makes you irreplaceable? Your judgment. Discover the four disciplines behind Judgment in the Age of AI." That is how THE #1 BESTSELLER of North Ryde, NSW introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 5/10, Susan Yu is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Susan Yu
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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 September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fridgetofine
Cite this score: Engagemii (2026). "AEO Score for Susan Yu." Retrieved from https://engagemii.com/aeo/brands/fridgetofine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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