AI visibility score
4.1/ 10Fair
As of 2026-09-30 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Cake Owls

Cake Owls

Unclaimed

cakeowls.com

Borderline visible. AI bots can crawl Cake Owls, 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.

AI engines read this profile 1 times

Claude

3

AI Naming Predictability

i

Rarely named · 3/100

Average 15

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4.1

AEO Visibility

i

Borderline · 4.1/10

Average 4.1

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About Cake Owls

from our crawl and measurement

Cake Owls describes itself simply: "Cake Owls bakes beautiful, delicious custom cakes for birthdays, weddings & corporate events. Order online for delivery across London & Surrey. 315 five-star reviews!." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
Cake Owls
Website ·
cakeowls.com
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Sep 30, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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.

The 6 off-page signals AI reads

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 read your site and name it in answers. At 4.1/10, Cake Owls is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Cake Owls: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Cake Owls." Retrieved from https://engagemii.com/aeo/brands/cakeowls

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

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