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AI Visibility Scorecard
learntocake.com · Media & Entertainment
Borderline visible. AI bots can crawl Cake & Cookie Decorating Tutorials | Recipes & Supplies | Susan Trianos, 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
#1,504,450 of 1,916,468 in Media & Entertainment for AI visibility
3.6
/10
AEO Score
from our crawl and measurement
Cake & Cookie Decorating Tutorials is a business whose own site puts it this way: "Online cake, cookie, and gumpaste flower decorating courses by Susan Trianos. Recipes, tips and tricks for all levels of bakers and decorators. Sign Up Now!." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 3.6/10, Cake & Cookie Decorating Tutorials | Recipes & Supplies | Susan Trianos is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cake & Cookie Decorating Tutorials | Recipes & Supplies | Susan Trianos
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learntocake
Cite this score: Engagemii (2026). "AEO Score for Cake & Cookie Decorating Tutorials | Recipes & Supplies | Susan Trianos." Retrieved from https://engagemii.com/aeo/brands/learntocake
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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