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AI Visibility Scorecard
The Ingredient Edit
ingredientedit.com · Beauty & Personal Care
Borderline visible. AI bots can crawl The Ingredient Edit, 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
#115,913 of 146,210 in Beauty & Personal Care for AI visibility
3.4
/10
AEO Score
About The Ingredient Edit
from our crawl and measurement
The Ingredient Edit describes itself simply: "Professional cosmetic formulation services and packages for brands and entrepreneurs. We provide ingredient architecture, INCI list development for labs and chemists, formula...." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Under the hood there is structured data on the page (ProfessionalService, WebSite) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
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 3.4/10, The Ingredient Edit is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Ingredient Edit
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 The Ingredient Edit.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ingredientedit
Cite this score: Engagemii (2026). "AEO Score for The Ingredient Edit." Retrieved from https://engagemii.com/aeo/brands/ingredientedit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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