AI visibility score
4.2/ 10Fair

#859,556 of 2,705,854 in Technology

As of 2026-08-08 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Mummy Sam

Mummy Sam

Unclaimed

mummysam.com · Technology

Borderline visible. AI bots can crawl Mummy Sam, 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 7 times

Claude · Apple Intelligence · Meta AI · Perplexity

#859,556 of 2,705,854 in Technology for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 59% of Technology companies

4

AEO Visibility

i

Borderline · 4.2/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

8

AI Adoption

i

Basic · 8/100

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About Mummy Sam

from our crawl and measurement

Mummy Sam is a business whose own site puts it this way: "Mummy Sam offers fun, hands-on kids art classes, holiday camps, and birthday parties. Empowering young artists to explore creativity with non-toxic materials and expert guidance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 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.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Technology
Last scored · Aug 8, 2026

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

Strong

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

Strong

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 4.2/10, Mummy Sam is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Mummy Sam: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Mummy Sam." Retrieved from https://engagemii.com/aeo/brands/mummysam

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

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