Proof of Usefulness Report

Sabil

Analysis completed on 1/29/2026

+38
Proof of Usefulness Score
You're In Business

The submission critically conflates two distinct entities: 'sabil.io' (a legitimate US-based cybersecurity/account-sharing detection startup) and 'Sabil' (the National Grain Supply Company of Saudi Arabia). While 'sabil.io' is a verifiable VC-backed seed-stage company, the input data provides contradictory information regarding the business type ('Grain supply chain') and nonsensical claims regarding traction ('most people have used my product'). The reach and revenue claims are hyperbolically false for a B2B SaaS tool. The score reflects the existence of the underlying startup but is heavily penalized for the incoherent and inaccurate submission data.

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Score Breakdown

Real World Utility+39.0
Audience Reach Impact+10.0
Technical Innovation+48.0
Evidence Of Traction+15.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+31.2
Usefulness Multiplierx1.21
Final Score+38

Project Details

Project URL
Description
Sabilis in the Cybersecurity Industry

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