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AI visibility score
2.41/ 10Near-invisible

▼ 1.59 since Oct 2026

Top 50% in Beauty & Personal Care

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

Muji's Shea Essentials

Muji's Shea Essentials

Unclaimed

mujissheaessentials.com · Beauty & Personal Care

At 2.41/10, Muji's Shea Essentials is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Authority and News & Press. That is fixable, and the signals below show where to start.

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AI engines read this profile 7 times

Claude · Meta AI · Parallel · ChatGPT

Top 50% in Beauty & Personal Care for AI visibility

27

AI Naming Predictability

i

Rarely named · 27/100

Beauty & Personal Care average 9

Top 10% of Beauty & Personal Care

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2.41

AEO Visibility

i

Near-invisible · 2.41/10

Beauty & Personal Care average 2.2

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Beauty & Personal Care average 3. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Beauty & Personal Care average 20

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0

AI Adoption

i

None detected · 0/100

Beauty & Personal Care average 0

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About Muji's Shea Essentials

from our crawl and measurement

"Your top source for all things natural for your skincare routine (body moisturizers, lip balms, exfoliators)." That is how Muji's Shea Essentials introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.41 out of 10.

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

AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).

Company ·
Muji's Shea Essentials
Website ·
mujissheaessentials.com
Industry ·
Beauty & Personal Care
Location ·
Los Angeles, CA
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 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

Fair

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

Weak

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

Good

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 2.41/10, Muji's Shea Essentials is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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 Muji's Shea Essentials: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Muji's Shea Essentials lists 22 products, 22 in stock, priced 4.99 to 364.00.

Show all 22 products

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

Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Muji's Shea Essentials." Retrieved from https://engagemii.com/aeo/brands/mujissheaessentials

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

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