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AI Visibility Scorecard
lumumbaday.com · Media & Entertainment
Borderline visible. AI bots can crawl Friends of the Congo, 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 3 times
Claude · Apple Intelligence
#881,107 of 1,898,355 in Media & Entertainment for AI visibility
4.8
/10
AEO Score
from our crawl and measurement
Friends of the Congo is a business whose own site puts it this way: "Patrice Lumumba, Congo's independence hero and first democratically elected prime minister who was brutally assassinated by colonial and imperialist forces." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 4.8/10, Friends of the Congo is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Friends of the Congo
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lumumbaday
Cite this score: Engagemii (2026). "AEO Score for Friends of the Congo." Retrieved from https://engagemii.com/aeo/brands/lumumbaday
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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