AI Visibility Scorecard
Cleanlab Skincare
cleanlabshop.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Cleanlab Skincare, 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 9 times
Claude · Apple Intelligence · Perplexity
#10,391 of 208,681 in Beauty & Personal Care for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Cleanlab Skincare
from our crawl and measurement
Cleanlab Skincare describes itself simply: "Cleanlab is an online retailer of clean beauty products located in Caracas, Venezuela. Shop skincare products, bath and body products, hair products, nail products, and so much more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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, Cleanlab Skincare is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's cookin', good lookin'?
Science-backed serums, that’s what. Our brands are formulated with ingredients known to help manage oil production, clear pores, encourage cellular regeneration and to reduce inflammation and the appearance of blemishes.Shop Serums
Is this your brand?
The exact fixes for Cleanlab Skincare
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Cleanlab Skincare.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleanlabshop
Cite this score: Engagemii (2026). "AEO Score for Cleanlab Skincare." Retrieved from https://engagemii.com/aeo/brands/cleanlabshop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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