Proof of Usefulness Report

Libriciel SCOP

Analysis completed on 1/24/2026

+637
Proof of Usefulness Score
Category Standard

Libriciel SCOP is a well-established (founded 2006) French cooperative with significant scale (~90 employees) providing critical open-source software to public administrations. While the submission text was notably vague ('most people', 'everyone'), the verifiable project data (team size, domain authority, market tenure) confirms high real-world utility and strong traction. The project is a major player in government digitalization (B2G), far exceeding the scale of typical early-stage submissions, though the PoU score is dampened by the low-effort qualitative responses.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+70.0
Technical Innovation+97.5
Evidence Of Traction+212.5
Market Timing Relevance+85.0
Functional Completeness+7.5
Subtotal+697.5
Usefulness Multiplierx0.91
Final Score+635

Project Details

Project URL
libriciel.fr
Description
Libriciel SCOP is a French cooperative company that specializes in the development and distribution of open-source software solutions. As a SCOP (Société Coopérative et Participative), it operates under a cooperative model where employees are also stakeholders, promoting a democratic and participatory approach to business management. The company focuses on providing innovative and sustainable software solutions tailored to meet the needs of various sectors, including public administration, education, and businesses. Libriciel SCOP is committed to fostering open-source communities and contributing to the development of software that is accessible, transparent, and adaptable to the evolving technological landscape.

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