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AI Visibility Scorecard
The Cosmetics Lab
thecosmeticslab.com · Beauty & Personal Care
Somewhat visible. AI bots can read The Cosmetics Lab, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#44,546 of 195,373 in Beauty & Personal Care for AI visibility
5.1
/10
AEO Score
About The Cosmetics Lab
from our crawl and measurement
The Cosmetics Lab is a business whose own site puts it this way: "The Cosmetics Lab - learn how to make home-made cosmetics of all types." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
3
Established authority for your domain.
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 5.1/10, The Cosmetics Lab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Cosmetics Lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thecosmeticslab
Cite this score: Engagemii (2026). "AEO Score for The Cosmetics Lab." Retrieved from https://engagemii.com/aeo/brands/thecosmeticslab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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