Proof of Usefulness Report

Nossa Data

Analysis completed on 1/26/2026

+284
Proof of Usefulness Score
Gaining Momentum

Nossa Data is a verified, venture-backed ESG reporting platform (Seed stage, ~$2M funding) with high real-world utility driven by EU regulations (CSRD). However, the submission itself was of extremely low quality, containing false claims ('most people have used my product') and vague data. The evaluation heavily penalized the Quality Factors due to the poor submission while acknowledging the legitimate underlying business, high market relevance, and verified B2B traction with clients like Vodafone and PostNL.

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Score Breakdown

Real World Utility+106.25
Audience Reach Impact+40.00
Technical Innovation+45.00
Evidence Of Traction+62.50
Market Timing Relevance+90.00
Functional Completeness+2.50
Subtotal+346.25
Usefulness Multiplierx0.82
Final Score+284

Project Details

Project URL
nossadata.com
Description
Nossa Data helps companies simplify their ESG reporting, data management and analytics. Our mission is to provide companies with technology that revolutionises how they manage and report on their environmental, social and governance metrics, in order to show the world how companies interact with people and the planet.\n

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