Proof of Usefulness Report

Serwiz AI Inc.

Analysis completed on 2/19/2026

+19
Proof of Usefulness Score
You're In Business

Serwiz AI is a legitimate early-stage startup (New Ventures BC 2025 Finalist) offering a 'business-in-a-box' link-in-bio tool for solopreneurs. However, the project submission is extremely poor, containing demonstrably false claims (e.g., 'most people have used my product', audience reach 'everyone') and vague data ('Internet' as tech stack). While the concept has utility, the discrepancy between the submission's hyperbole and the project's actual early beta status results in a heavily penalized score.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+1.00
Technical Innovation+2.25
Evidence Of Traction+2.50
Market Timing Relevance+3.00
Functional Completeness+0.00
Subtotal+16.25
Usefulness Multiplierx1.15
Final Score+19

Project Details

Project URL
Description
AI-powered business infrastructure for Creative Solopreneur

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