Proof of Usefulness Report

Dataiku

Analysis completed on 1/19/2026

+788
Proof of Usefulness Score
Unicorn Utility

Dataiku is a verified Enterprise AI 'Unicorn' with over $300M ARR and 700+ enterprise customers (e.g., GE, Unilever). While the submission text itself was low-quality (claiming 'everyone' uses it and citing market cap as revenue), the underlying project demonstrates exceptional real-world utility, market traction, and technical innovation. The score reflects its status as a top-tier market leader (comparable to the 400-700+ range for massive scale), adjusted down slightly due to the poor quality of the submission inputs.

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Score Breakdown

Real World Utility+237
Audience Reach Impact+160
Technical Innovation+135
Evidence Of Traction+294
Market Timing Relevance+95
Functional Completeness+5
Subtotal+926
Usefulness Multiplierx0.85
Final Score+788

Project Details

Project URL
dataiku.com
Description
Dataiku is a leading enterprise AI and machine learning platform that enables organizations to build, deploy, and manage data-driven projects at scale. Founded in 2013, Dataiku provides a collaborative environment where data scientists, analysts, and engineers can work together to create and operationalize AI solutions. The platform offers a wide range of tools for data preparation, visualization, and model development, making it easier for businesses to harness the power of their data. With a focus on democratizing access to AI, Dataiku empowers companies across various industries to innovate and drive business value through data.
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Energy Solutions, Software Development
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