Proof of Usefulness Report

Yakili

Analysis completed on 2/14/2026

+52
Proof of Usefulness Score
You're In Business

Yakili is a verifiable EdTech initiative in Cameroon offering bilingual (English/French) video lessons and teacher training. While the project has secured partnerships (e.g., SEDUC) and has a functional platform with a significant content library claim, the submission itself is of very poor quality. The claims of 'everyone' as the audience and 'most people' having used the product are hyperbolic and damage credibility. The revenue/market cap figure is ambiguous (likely local currency XAF). The score reflects the project's genuine potential and regional utility, heavily penalized for unsubstantiated traction claims and low-effort input.

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Score Breakdown

Real World Utility+20.00
Audience Reach Impact+6.40
Technical Innovation+7.50
Evidence Of Traction+9.00
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+51.15
Usefulness Multiplierx1.02
Final Score+52

Project Details

Project URL
Description
It’s possible to measure the worth of a society by the way it treats its children. We are convinced that education is the ultimate development differenciator between countries. We are convinced that an easy access to education for all the schoolable population is certainly the key element and game changer to propel an economy, a nation and even a civilization. We are convinced that YAKILI is a huge part of the solution.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline