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AI Visibility Scorecard
Know What's Really In Your Products
labelcleared.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Know What's Really In Your Products, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#96,628 of 147,156 in Beauty & Personal Care for AI visibility
3.9
/10
AEO Score
About Know What's Really In Your Products
from our crawl and measurement
Know What's Really In Your Products is a business whose own site puts it this way: "Science-backed ingredient research for skincare, food, and household products." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.9/10, Know What's Really In Your Products is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Know What's Really In Your Products
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Skin Type Isn't One-Size-Fits-All. Neither Should Your Brand's Advice Be.
Beauty is personal in a way that almost no other category is.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Know What's Really In Your Products.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/labelcleared
Cite this score: Engagemii (2026). "AEO Score for Know What's Really In Your Products." Retrieved from https://engagemii.com/aeo/brands/labelcleared
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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