#943,319 OF 1,964,804 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
MB Projects I Logistics :: Delivering Shipping and Forwarding Services to Customers Worldwide
mbprolog.com · Media & Entertainment
Borderline visible. AI bots can crawl MB Projects I Logistics :: Delivering Shipping and Forwarding Services to Customers Worldwide, 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 1 times
Claude
#943,319 of 1,964,804 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About MB Projects I Logistics :: Delivering Shipping and Forwarding Services to Customers Worldwide
from our crawl and measurement
MB Projects I Logistics:: Delivering Shipping and Forwarding Services to Customers Worldwide describes itself simply: "MB Projects delivers global project logistics, freight forwarding, heavy lift cargo and end-to-end shipping solutions through an international network." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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 4.6/10, MB Projects I Logistics :: Delivering Shipping and Forwarding Services to Customers Worldwide is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have cargo that won’t fit the textbook?
Tell us what you need to move. Our team will engineer the route, the lift and the schedule around it.
Is this your brand?
The exact fixes for MB Projects I Logistics :: Delivering Shipping and Forwarding Services to Customers Worldwide
Which AI engines already crawl you
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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 September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbprolog
Cite this score: Engagemii (2026). "AEO Score for MB Projects I Logistics :: Delivering Shipping and Forwarding Services to Customers Worldwide." Retrieved from https://engagemii.com/aeo/brands/mbprolog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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