Proof of Usefulness Report

Visionify

Analysis completed on 2/1/2026

+314
Proof of Usefulness Score
Certified Problem Solver

The project 'Visionify' is a legitimate B2B computer vision startup specializing in workplace safety (PPE detection, hazard monitoring), backed by Techstars with ~30 employees. However, the submission itself contained significant inaccuracies (wrong name 'BlazeShade', false claim 'most people have used my product', generic audience 'everyone'). The evaluation is based on the verified existence of Visionify.ai, crediting its high real-world utility and technical implementation while heavily penalizing the 'Response Quality' and 'Evidence of Traction' due to the unsupported and hyperbolic claims in the submission.

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Score Breakdown

Real World Utility+100
Audience Reach Impact+30
Technical Innovation+105
Evidence Of Traction+31.25
Market Timing Relevance+80
Functional Completeness+2.5
Subtotal+348.75
Usefulness Multiplierx0.9
Final Score+314

Project Details

Project URL
Description
Visionifyis in the Computer Vision Industry

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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