Proof of Usefulness Report

PrivaSapien

Analysis completed on 1/28/2026

+260
Proof of Usefulness Score
Gaining Momentum

Project 'PrivaSapien' (submitted as 'SwiftForge') is a legitimate Privacy Engineering startup with verified traction ($1M+ funding, awards, ~$400k revenue). However, the submission quality is critically poor, containing false claims ('everyone' reach, 'most people' usage) and incorrect metadata. Despite the low-quality input, external verification confirms high real-world utility, strong technical innovation (patents, responsible AI), and excellent market timing with India's DPDP Act. The score reflects the strong underlying business fundamentals penalized by the lack of credible evidence in the submission.

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Score Breakdown

Real World Utility+96.0
Audience Reach Impact+12.0
Technical Innovation+61.2
Evidence Of Traction+60.0
Market Timing Relevance+43.2
Functional Completeness+1.0
Subtotal+273.4
Usefulness Multiplierx0.95
Final Score+260

Project Details

Project URL
Description
PrivaSapienis in the GRC Software 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