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AI Visibility Scorecard
MBG Clean
mbgclean.com · Home & Living
Borderline visible. AI bots can crawl MBG Clean, 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
#773,656 of 1,157,766 in Home & Living for AI visibility
4
/10
AEO Score
About MBG Clean
from our crawl and measurement
MBG Clean is a business whose own site puts it this way: "Layanan kebersihan profesional khusus Dapur MBG & SPPG. Jaminan sanitasi standar HACCP untuk mendukung Program Nasional Makanan Bergizi Gratis." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4/10, MBG Clean is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MBG Clean
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbgclean
Cite this score: Engagemii (2026). "AEO Score for MBG Clean." Retrieved from https://engagemii.com/aeo/brands/mbgclean
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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