AI Visibility Scorecard
Cake Eyewear
cakeeyewear.com · E-commerce
Somewhat visible. AI bots can read Cake Eyewear, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#64,060 of 738,442 in E-commerce for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Cake Eyewear
from our crawl and measurement
"Get 15% Off your first pair plus FREE worldwide shipping on Stylish Sunglasses for Women and Men." That is how Cake Eyewear introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
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
Good
Inbound links from other sites.
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 5.9/10, Cake Eyewear has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cake Eyewear
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Cake Eyewear.
Cake Eyewear lists 34 products, 34 in stock, priced 24.99 to 59.99.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cakeeyewear
Cite this score: Engagemii (2026). "AEO Score for Cake Eyewear." Retrieved from https://engagemii.com/aeo/brands/cakeeyewear
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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