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Proof of Usefulness Report

Daifend AI

Analysis completed on 3/19/2026

+25.3
Proof of Usefulness Score
You're In Business

Daifend AI targets a relevant and timely market (AI cybersecurity) but provides vague, highly exaggerated, and unverified claims (e.g., 'most people have used my product', 'audienceReach: everyone', and confusing revenue with 'marketcap: 2500000'). The lack of concrete technical specifics and unrealistic traction evidence result in a very low score, reflecting minimal verifiable traction and multiple red flags.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+3.0
Evidence Of Traction+1.25
Market Timing Relevance+8.0
Functional Completeness+0.5
Subtotal+28.75
Usefulness Multiplierx0.88
Final Score+25

Project Details

Project URL
Description
Daifend offers AI based cyersecurity products and consultancy. We levarage Cybersecurity based custom LLM platform to ensure that our customer get advanced cyber protection from various attacks around the world. At Daifend, we are redefining the future of cybersecurity by harnessing the power of artificial intelligence to protect businesses against the ever-evolving threat landscape. The global cost of cybercrime is projected to reach $10.5 trillion annually by 2025, yet traditional security measures remain reactive and often fall short in addressing AI-driven cyberattacks. Daifend’s cutting-edge platform combines advanced AI models and machine learning to proactively analyze, detect, and neutralize sophisticated cyber threats in real-time. Our solution doesn’t just react—it learns. By studying attack patterns and adapting to emerging threats, we offer a dynamic defense system that continuously evolves to stay ahead of attackers. What sets us apart is our comprehensive approach: Proactive Intelligence: Identifies vulnerabilities before they are exploited. Rapid Response: Automatically mitigates threats with minimal human intervention. Scalable Solutions: Tailored for businesses of all sizes, ensuring robust security across industries.

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