Proof of Usefulness Report

Pixinov

Analysis completed on 2/27/2026

+68
Proof of Usefulness Score
You're In Business

The project submission describes 'Pixinov', a French embedded systems engineering firm that, according to public records (MyFrenchStartup, Societe.com), appears to have ceased operations/liquidated around July 2020. The name 'ThunderForge' appears unrelated to the company description, suggesting a potential copy-paste error or misuse of a defunct company's profile. Claims of 'everyone' audience reach and 'most people have used my product' are unsubstantiated and highly improbable for a small, niche B2B consultancy. The 'marketcap' figure is confusingly labeled and unverifiable. Due to the defunct status and questionable claims, the Real-World Utility and Traction scores are heavily penalized.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+10.0
Technical Innovation+22.5
Evidence Of Traction+6.25
Market Timing Relevance+5.0
Functional Completeness+5.0
Subtotal+73.75
Usefulness Multiplierx0.92
Final Score+68

Project Details

Project URL
Description
Pixinov is an engineering company specialized in embedded systems development. Our expertise covers all stages of hardware and software development, from preliminary study to industrialization of the final complete electronic system. Founded and managed by skilled and experienced embedded systems engineers, Pixinov team members daily design high tech objects of tomorrow. Pixinov strength is 15 years of experience in industrial product development and a professional network of historical suppliers, subcontractors and partners who allow us to achieve short time to market projects and high quality products. Pixinov expertise: - Embedded systems architecture (hardware and software) - PCB design up to the final manufacturing - FPGA design - Embedded software development - PC side software - Complete system mechanical integration (space optimization, thermal management, EMC performances) and validation - Test benches

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