Proof of Usefulness Report

Institut Photovoltaïque D'Ile-De-France

Analysis completed on 2/26/2026

+492
Proof of Usefulness Score
Industry Mainstay

The project represents the 'Institut Photovoltaïque d'Île-de-France' (IPVF), a legitimate and high-impact research institute collaborating with global energy leaders (TotalEnergies, EDF) on critical deeptech solar innovations. However, the submission itself is of extremely low quality, likely generated by a bot or spammer ('MysticKeeper'), containing demonstrably false claims regarding traction ('most people have used my product') and nonsensical revenue figures. The score acknowledges the verified real-world utility of the institute but applies significant penalties for the lack of integrity and accuracy in the submission data.

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Score Breakdown

Real World Utility+180
Audience Reach Impact+60
Technical Innovation+114
Evidence Of Traction+100
Market Timing Relevance+90
Functional Completeness+2.5
Subtotal+546.5
Usefulness Multiplierx0.9
Final Score+492

Project Details

Project URL
Description
From Scientific Excellence to Industry Impact: Shaping the Future of Photovoltaics. 👉 IPVF is trusted by global players such as Air Liquide, Carbon, CEA, CNRS, Ecole polytechnique, EDF, HoloSolis, Orange, Voltec Solar, TotalEnergies. 🚀 Our Saclay-based platform is a one-stop-shop for all kinds of deeptech Research & Innovation services. Our programs cover a.o.: perovskites, III-V, tandem cells, BIPV, VIPV, agrivoltaics, IoT, hydrogen. To get in contact ? www.ipvf.fr

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