AI Visibility Scorecard
Reforma Group - Custom beauty solutions driven by innovation
koja5.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Reforma Group - Custom beauty solutions driven by innovation, 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 5 times
Meta AI · Claude
#102,762 of 208,141 in Beauty & Personal Care for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Reforma Group - Custom beauty solutions driven by innovation
from koja5.com
Reforma Group is 100% dedicated to producing innovative private label beauty products that are healthy, safe, clean, simple, and available at any price point.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.5/10, Reforma Group - Custom beauty solutions driven by innovation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Reforma Group - Custom beauty solutions driven by innovation
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/koja5
Cite this score: Engagemii (2026). "AEO Score for Reforma Group - Custom beauty solutions driven by innovation." Retrieved from https://engagemii.com/aeo/brands/koja5
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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