Proof of Usefulness Report

Djaoo Ltd.

Analysis completed on 3/7/2026

+12
Proof of Usefulness Score
You're In Business

The project 'Djaoo Ltd' corresponds to a verified UK-based data annotation agency established in 2017 (djaoo.com). However, the submission contains significant credibility red flags. First, the user name 'ThunderForge' appears to co-opt the name of a major US Department of Defense AI program awarded to Scale AI in March 2025, which is unrelated to this entity. Second, the claim that 'most people have used my product' is demonstrably false for a 6-person B2B services firm. While the business model (AI data services) is relevant, the submission relies on hyperbole and lacks verifiable evidence of the claimed 'marketcap' or mass adoption.

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Score Breakdown

Real World Utility+30
Audience Reach Impact+10
Technical Innovation+10
Evidence Of Traction+10
Market Timing Relevance+50
Functional Completeness+10
Subtotal+9.5
Usefulness Multiplierx1.15
Final Score+11

Project Details

Project URL
Description
Our company’s purpose is to provide high quality data services for AI model training, using cost-effective methods and processes to bring the greatest possible satisfaction and profit to our customers.

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