Proof of Usefulness Report

Visionary.ai

Analysis completed on 2/1/2026

+402
Proof of Usefulness Score
Certified Problem Solver

Visionary.ai is a legitimate, venture-backed ($7M+) startup with verified cutting-edge AI Image Signal Processing (ISP) technology, partnered with industry leaders like Qualcomm and Lenovo. However, the submission itself is of very low quality, containing hyperbolic claims ('most people have used my product') and imprecise data. The score reflects the high verifiable utility and technical innovation of the actual company, significantly penalized by the submitter's misrepresentations and lack of effort.

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Score Breakdown

Real World Utility+132.0
Audience Reach Impact+36.0
Technical Innovation+105.75
Evidence Of Traction+75.0
Market Timing Relevance+46.0
Functional Completeness+1.9
Subtotal+396.65
Usefulness Multiplierx1.01
Final Score+402

Project Details

Project URL
Description
Visionary.aiis 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