▲ 0.2 since Sep 2026
#872,928 OF 1,393,425 IN FOOD & BEVERAGE
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Café Vumba - Coffee from Mozambique
cafevumba.com · Food & Beverage
Borderline visible. AI bots can crawl Café Vumba - Coffee from Mozambique, 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
#872,928 of 1,393,425 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Café Vumba - Coffee from Mozambique
from our crawl and measurement
Official Homepage is a business whose own site puts it this way: "At Café Vumba, we came together as farmers and a community to place Mozambique in the world's coffee origin map. Follow our journey as we develop this amazing project." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
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
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 4/10, Café Vumba - Coffee from Mozambique is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Café Vumba - Coffee from Mozambique
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 Café Vumba - Coffee from Mozambique.
Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cafevumba
Cite this score: Engagemii (2026). "AEO Score for Café Vumba - Coffee from Mozambique." Retrieved from https://engagemii.com/aeo/brands/cafevumba
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform