Proof of Usefulness Report

CAWIL.AI

Analysis completed on 2/2/2026

+233
Proof of Usefulness Score
Gaining Momentum

The project represents a legitimate AI startup (Cawil.AI) based in the Philippines, specializing in computer vision for fisheries (TrACE.AI) and smart city applications. External verification confirms partnerships with DOST and FAO, and recognition in regional competitions. However, the submission itself is of extremely low quality, containing false claims ('most people have used my product'), nonsense data ('marketcap: null'), and vague descriptions. The score reflects the potential of the verifiable underlying technology and mission, significantly penalized by the poor reliability of the submitted data.

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Score Breakdown

Real World Utility+37.5
Audience Reach Impact+5.0
Technical Innovation+48.0
Evidence Of Traction+10.0
Market Timing Relevance+56.0
Functional Completeness+5.0
Subtotal+259.25
Usefulness Multiplierx0.90
Final Score+233

Project Details

Description
We are a computer vision, artificial intelligence company. We offer you autonomous applications, internet of things, and data outsourcing

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