Proof of Usefulness Report

Grist

Analysis completed on 1/22/2026

+196
Proof of Usefulness Score
Gaining Momentum

The submission describes 'Grist', a high-utility open-source relational spreadsheet (GetGrist.com), but contains significant metadata errors from 'Grist.org' (Climate Journalism), such as the launch date (2000) and business type. While the underlying software is technically impressive and useful, the submission is heavily penalized for confusing two distinct entities and making absurd traction claims ('most people have used my product').

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Score Breakdown

Real World Utility+68.0
Audience Reach Impact+12.0
Technical Innovation+54.0
Evidence Of Traction+20.0
Market Timing Relevance+32.0
Functional Completeness+1.0
Subtotal+187
Usefulness Multiplierx1.05
Final Score+196

Project Details

Project URL
Description
Grist is the evolution of spreadsheets. It is an easy-to-use platform that empowers individuals and small business to organize their data better. \n\nGrist makes it possible to build a relational spreadsheet-database in minutes — no code necessary. Each page of a Grist database is an app-like dashboard with linked tables, easy-to-read data cards or colorful charts that can update dynamically with the click of a mouse. \n\nTeams can collaborate in real time and data owners can set granular access permissions that determine who can see or edit what — down to each column and row.\n\nOur more technical users appreciate the Python formulas, API support, and the ability to create custom widgets to design unique views of their data. On top of all that, Grist is open-source.\n\nWe built Grist because we believe software can have a profound impact on people's lives. Our hope is that with Grist, you are empowered by your tools, not limited.\n\nJoin our small team that's making it all happen.

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