Proof of Usefulness Report

Soffos Inc.

Analysis completed on 1/30/2026

+28
Proof of Usefulness Score
You're In Business

While Soffos Inc. is a verifiable seed-stage EdTech company with approximately $2-5M in funding and a B2B AI platform, this submission contains critically low-quality and hyperbolic claims (e.g., 'most people have used my product', 'audienceReach: everyone'). These demonstrable falsehoods severely penalized the score, masking the legitimate utility and traction of the actual business. The score reflects a valid early-stage startup undermined by a spam-quality submission.

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Score Breakdown

Real World Utility+8.75
Audience Reach Impact+2.00
Technical Innovation+4.50
Evidence Of Traction+5.63
Market Timing Relevance+4.25
Functional Completeness+0.25
Subtotal+25.38
Usefulness Multiplierx1.10
Final Score+28

Project Details

Project URL
Description
Empowering everyone with the Soffos Platform for scalable, secure, and streamlined conversational & generative AI.

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