Proof of Usefulness Report

CipherMode

Analysis completed on 1/17/2026

+67
Proof of Usefulness Score
You're In Business

The project 'CipherMode' (rebranded as Pyte) is a legitimate deep-tech company specializing in Secure Multi-Party Computation (SMPC), backed by ~$6.7M in seed funding from reputable VCs. However, the submission itself is of extremely low quality, containing demonstrably false claims (e.g., 'most people have used my product', audience is 'everyone') and confusing metrics (listing valuation as 'monthly revenue'). While the underlying technology is highly innovative and useful for privacy-preserving data collaboration, the 'Proof of Usefulness' score is constrained by the lack of verifiable user scale and the poor integrity of the submission data.

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Score Breakdown

Real World Utility+21
Audience Reach Impact+2
Technical Innovation+13
Evidence Of Traction+14
Market Timing Relevance+8
Functional Completeness+0
Subtotal+59
Usefulness Multiplierx1.12
Final Score+67

Project Details

Project URL
Description
CipherModeis in the Cybersecurity Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Cybersecurity Services-And-Products
Traction Evidence
most people have used my product

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