AI visibility score
3.5/ 10Weak

#616,962 of 739,264 in E-commerce

As of 2026-08-31 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

The Mum Crew

The Mum Crew

Unclaimed

themumcrew.com · E-commerce

Borderline visible. AI bots can crawl The Mum Crew, 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.

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AI engines read this profile 1 times

Claude

#616,962 of 739,264 in E-commerce for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 50% of E-commerce

4

AEO Visibility

i

Near-invisible · 3.5/10

-

Network Authority

i

Not connected yet

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About The Mum Crew

from our crawl and measurement

"Double-wall insulated, spill-resistant, and built to be thrown in a bag, dropped on a playground, and used again tomorrow." That is how The Mum Crew introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

Company ·
The Mum Crew
Website ·
themumcrew.com
Industry ·
E-commerce
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Aug 31, 2026
Verified connections ·
None yet

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Strong

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

AI Discoverability

Fair

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 3.5/10, The Mum Crew is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for The Mum Crew: 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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The Mum Crew lists 344 products, 301 in stock, priced 0.00 to 143.96.

Show all 344 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for The Mum Crew." Retrieved from https://engagemii.com/aeo/brands/themumcrew

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

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