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.
AI engines read this profile 2 times
Claude · Meta AI
#1,042,528 of 1,375,399 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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 3.9 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.9/10, MBG Clean is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Apa Kata Mereka?
Dengarkan pengalaman langsung dari para pengelola dapur MBG yang telah mempercayakan sanitasi mereka kepada kami.BBudi SantosoKepala Dapur Sekolah Dasar 01"MBG Clean memberikan standar kebersihan yang luar biasa.
Is this your brand?
The exact fixes for MBG Clean
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 MBG Clean.
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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