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AI Visibility Scorecard
MobiFren
mobifren.com · E-commerce
At 2.5/10, MobiFren is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#566,259 of 614,330 in E-commerce for AI visibility
2.5
/10
AEO Score
About MobiFren
from our crawl and measurement
MobiFren is a business whose own site puts it this way: "Ultimate Hi-end Sound BT SPORTS BT HEAD PHONE GBH-S910 ABOUT US MFB-H7100 모비프렌의 고급 튜닝기술 MSTS™에최신 apt-X HD 코덱을 적용하여수백만 원대 헤드폰과 비교해도전혀 뒤쳐지지 않는 소리를 자랑합니다." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
3
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 2.5/10, MobiFren is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MobiFren
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobifren
Cite this score: Engagemii (2026). "AEO Score for MobiFren." Retrieved from https://engagemii.com/aeo/brands/mobifren
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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