Proof of Usefulness Report

DataStax

Analysis completed on 1/19/2026

+692
Proof of Usefulness Score
Category Standard

DataStax is a verifiable, market-leading enterprise database platform with unicorn-level valuation and global reach. However, the project submission itself was low-effort, featuring vague claims ('everyone', 'most people') and lacking specific metrics. The score reflects the immense real-world utility and traction of the entity, penalized by the poor response quality and lack of specific evidence provided in the form.

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Score Breakdown

Real World Utility+237
Audience Reach Impact+152
Technical Innovation+135
Evidence Of Traction+190
Market Timing Relevance+95
Functional Completeness+5
Subtotal+814
Usefulness Multiplierx0.85
Final Score+692

Project Details

Project URL
datastax.com
Description
DataStax, accessible via datastax.com, is a leading provider of database software and cloud services. The company specializes in delivering solutions that are built on Apache Cassandra™, an open-source, highly scalable NoSQL database. DataStax offers a range of products and services designed to help businesses manage large volumes of data across multiple data centers and cloud environments. Their offerings include DataStax Enterprise, a powerful database platform that provides advanced security, analytics, and search capabilities, and Astra DB, a cloud-native database-as-a-service. DataStax serves a wide array of industries, enabling organizations to build real-time applications with high availability and performance.
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Analytics, Cloud Computing
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