Proof of Usefulness Report

Cockroach Labs

Analysis completed on 1/18/2026

+717
Proof of Usefulness Score
Category Standard

Cockroach Labs is a verifiable 'unicorn' entity with massive real-world utility and traction (valued at ~$5B). The project infrastructure (CockroachDB) is a critical distributed SQL solution used by global enterprises. However, the submission itself is of low quality, featuring hyperbolic claims ('everyone', 'most people') and inaccuracies ('blockchain'), which necessitated a penalty on Response Quality and Evidence multipliers. Despite the sloppy entry, the underlying project's scale justifies a high score consistent with the calibration for established, large-scale technology brands.

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Score Breakdown

Real World Utility+230
Audience Reach Impact+140
Technical Innovation+135
Evidence Of Traction+190
Market Timing Relevance+85
Functional Completeness+7
Subtotal+788
Usefulness Multiplierx0.91
Final Score+717

Project Details

Project URL
cockroachlabs.com
Description
Cockroach Labs is a technology company that specializes in developing distributed database solutions. Founded in 2015, the company is best known for its flagship product, CockroachDB, a cloud-native, open-source SQL database designed to provide high availability, strong consistency, and horizontal scalability. CockroachDB is engineered to withstand hardware failures and support global data distribution, making it ideal for modern, data-intensive applications. Cockroach Labs focuses on delivering robust, resilient database infrastructure that empowers businesses to build scalable and reliable applications. The company is headquartered in New York City and serves a diverse range of industries, including finance, gaming, and e-commerce.
Audience Reach
everyone
Target Users
everyone
Technologies
Cloud Computing, Blockchain, Decentralization
Traction Evidence
most people have used my product

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