⚡ This is your brand? Claim your page FREE and bring it to life on AI search.

AI Visibility Scorecard

mambiworld

Name: mambiworld - AI Visibility Score
Creator: Engagemii
Published: 2026-08-08T01:28:54.256Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

⚠ Identity mismatch

mbimarketplace.com · E-commerce

Borderline visible. AI bots can crawl mambiworld, 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.

Claim this page free See the breakdown

Monitoring for AI engine activity

In the Engagemii AEO index

#419,349 of 533,982 in E-commerce for AI visibility

3.4

/10

AEO Score

About mambiworld

from our crawl and measurement

Mbi Marketplace: Trouvez Tous Les Produits africains en ligne is a business whose own site puts it this way: "Mbi marketplace, Produits africains en ligne - vente entre particuliers ou profesionnels. Publiez une petite annonce gratuite et vendez vos produits afros dans votre région." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

Our crawl found structured data on the page (Organization, WebSite, ImageObject). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.

Industry · E-commerce

Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 3.4/10, mambiworld is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for mambiworld

✓

Which AI engines already crawl you

✓

Weekly ChatGPT & Claude citation tracking

Password (8+ characters)

Already have an account? Sign in

From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for mambiworld: E-Commerce

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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for mambiworld.

Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mbimarketplace

Cite this score: Engagemii (2026). "AEO Score for mambiworld." Retrieved from https://engagemii.com/aeo/brands/mbimarketplace

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.