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AI Visibility Scorecard
mbion.com · Food & Beverage
Borderline visible. AI bots can crawl HONEY DERMA THREAD / HONEYFILL, 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
#882,678 of 1,417,327 in Food & Beverage for AI visibility
3.9
/10
AEO Score
from our crawl and measurement
PDO PLACL Lifting Threads (HONEY DERMA THREAD®), HA Fillers (HONEYFILL®), PN Skin Booster (NUCELINE®) from Korea, MBION, based in 성남시, 경기도, describes itself simply: "MBION delivers premium quality HONEY DERMA THREAD® (PDO, PLACL Threads), HONEYFILL® (HA Fillers), and NUCELINE® (PN Skin Boosters) products." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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, HONEY DERMA THREAD / HONEYFILL is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for HONEY DERMA THREAD / HONEYFILL
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbion
Cite this score: Engagemii (2026). "AEO Score for HONEY DERMA THREAD / HONEYFILL." Retrieved from https://engagemii.com/aeo/brands/mbion
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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