Proof of Usefulness Report

Tableau Software

Analysis completed on 1/31/2026

+603
Proof of Usefulness Score
Category Standard

The project represents Tableau Software, a market-leading business intelligence platform with massive verifiable real-world utility and traction. However, the submission itself is of low quality, featuring an unprofessional submitter alias ('WhisperFang'), exaggerated claims ('everyone', 'most people'), and misplaced financial data (Market Cap listed as Revenue). While the entity scores highly on fundamental metrics due to its established industry dominance, the 'Response Quality' and 'Quality Factors' for reach and traction were penalized significantly to reflect the poor submission standards.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+80.0
Technical Innovation+127.5
Evidence Of Traction+118.75
Market Timing Relevance+75.0
Functional Completeness+2.5
Subtotal+641.25
Usefulness Multiplierx0.94
Final Score+603

Project Details

Project URL
tableau.com
Description
Tableau Software, accessible via tableau.com, is a leading company specializing in data visualization and business intelligence software. Founded in 2003, Tableau empowers individuals and organizations to see and understand their data through intuitive, interactive, and easy-to-use dashboards and analytics tools. The company's platform allows users to connect, visualize, and share data insights seamlessly, making it a popular choice for businesses looking to leverage data-driven decision-making. Tableau's solutions are widely used across various industries to transform raw data into actionable insights, enhancing productivity and strategic planning.

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