Proof of Usefulness Report

Paxata

Analysis completed on 1/27/2026

+285
Proof of Usefulness Score
Gaining Momentum

The submission references 'Paxata', a historically significant enterprise data preparation platform acquired in 2019. However, the submission itself contains major red flags: the 'evidence of traction' claims 'most people have used my product,' which is factually false for a B2B tool. The audience reach is vaguely stated as 'everyone,' and the submitter alias 'CrimsonShade' suggests a lack of professional authenticity. While the underlying technology concept is high-utility, the score is heavily penalized for false traction claims, lack of verifiable current data, and poor submission quality.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+187.5
Audience Reach Impact+20.0
Technical Innovation+90.0
Evidence Of Traction+12.5
Market Timing Relevance+20.0
Functional Completeness+2.5
Subtotal+332.5
Usefulness Multiplierx0.86
Final Score+285

Project Details

Project URL
paxata.com
Description
Paxata is a company that specializes in providing data preparation solutions for businesses. Their platform is designed to help organizations transform raw data into ready-to-use information, enabling more efficient data analysis and decision-making processes. Paxata's self-service data preparation tools allow users to clean, enrich, and combine data from various sources, making it easier for data analysts and business users to work with large datasets. The company focuses on delivering intuitive and scalable solutions that integrate seamlessly with existing data infrastructures, enhancing the overall data management and analytics capabilities of their clients.

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