AI Visibility Scorecard
Formul8 Cosmetics
formul8cosmetics.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Formul8 Cosmetics, 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 4 times
Claude · Perplexity · Meta AI · ChatGPT
#126,006 of 268,088 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Formul8 Cosmetics
from our crawl and measurement
"Data-driven cosmetics contract manufacturer offering R&D, manufacturing, and 3PL services for beauty brands." That is how Formul8 Cosmetics The Manufacturing Engine Behind Modern Beauty of Mooresville, NC introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4.7/10, Formul8 Cosmetics is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Formul8?
Beauty & Personal Care OnlyWe don't do electronics or apparel. Our entire facility is engineered specifically for liquids, creams, and gels.Mfg, 3PL & System Under One RoofEliminate the shipping time and breakage risk between your manufacturer and your fulfillment center.Automation-FirstNot 'set it and forget it', but high-tech consistency.
Is this your brand?
The exact fixes for Formul8 Cosmetics
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Formul8 Cosmetics.
Source & Attribution
Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/formul8cosmetics
Cite this score: Engagemii (2026). "AEO Score for Formul8 Cosmetics." Retrieved from https://engagemii.com/aeo/brands/formul8cosmetics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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