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AI Visibility Scorecard

cake on the edge

cake on the edge

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cakeontheedge.com · Media & Entertainment

Borderline visible. AI bots can crawl cake on the edge, 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

#1,282,319 of 1,895,575 in Media & Entertainment for AI visibility

4

/10

AEO Score

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About cake on the edge

from our crawl and measurement

cake on the edge is a business whose own site puts it this way: "미니멀리즘으로 일상을 세련되게, cake on the edge 공식몰입니다. 다양한 스타일을 간결하게 채워보세요." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and 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. None of that can be fixed on the page: it has to be earned.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 on the edge is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for cake on the edge

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Weekly ChatGPT & Claude citation tracking

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Picked for cake on the edge: How-To

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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cakeontheedge

Cite this score: Engagemii (2026). "AEO Score for cake on the edge." Retrieved from https://engagemii.com/aeo/brands/cakeontheedge

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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