Proof of Usefulness Report

Neo4j

Analysis completed on 2/4/2026

+788
Proof of Usefulness Score
Unicorn Utility

The project 'Neo4j' is the established market leader in graph databases, with massive verifiable real-world utility, global enterprise adoption, and a valuation exceeding $2B (Unicorn status). While the submission text itself was informal ('everyone', 'most people') and lacked detail, the underlying entity is verified as a critical technology infrastructure provider. The score reflects its dominant market position, high technical innovation, and proven traction, adjusted slightly downward for the low-effort quality of the submission response.

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Score Breakdown

Real World Utility+245
Audience Reach Impact+190
Technical Innovation+142.5
Evidence Of Traction+250
Market Timing Relevance+95
Functional Completeness+5
Subtotal+927.5
Usefulness Multiplierx0.85
Final Score+788

Project Details

Project URL
neo4j.com
Description
Neo4j, the Graph Database & Analytics leader, helps organizations find hidden relationships and patterns across billions of data connections deeply, easily, and quickly. Customers leverage the structure of their connected data to reveal new ways of solving their most pressing business problems with Neo4j’s full graph stack and a vibrant community of developers, data scientists, and architects across hundreds of Fortune 500 companies.

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