#497,133 OF 735,925 IN E-COMMERCE
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AI Visibility Scorecard
Cake-Bit Studio
cakebitstudio.com · E-commerce
Borderline visible. AI bots can crawl Cake-Bit Studio, 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
#497,133 of 735,925 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Cake-Bit Studio
from our crawl and measurement
Cake-Bit Studio describes itself simply: "Step into Cake-Bit Studio, where colourful 3D-printed art and cheeky handmade creations bring joy to your shelves. Fun, quirky, and made with heart." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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 4/10, Cake-Bit Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's Happening?
Markets, launches, and crafty adventures.View MorePixel VsDate:Nov 29, 2025Mandurah Artisan MarketsDate:Nov 29, 2025Perth Hills Artisan Markets July 5Date:Nov 29, 2025
Why shop with Cake-Bit Studio?
Why shop with Cake-Bit Studio?Made with loveEvery piece is designed and crafted by myself in my cosy little studio.One-of-a-kind charmQuirky, colourful, and full of personality you won’t find in mass-made stuff.Small biz, big heartYou’re supporting a real human ( that's me! ), not a factory.
Is this your brand?
The exact fixes for Cake-Bit Studio
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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-Bit Studio.
Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cakebitstudio
Cite this score: Engagemii (2026). "AEO Score for Cake-Bit Studio." Retrieved from https://engagemii.com/aeo/brands/cakebitstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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