Proof of Usefulness Report

Directus

Analysis completed on 2/7/2026

+673

Proof of Usefulness Score

Category Standard

Directus is a highly established, open-source data platform with significant real-world utility and verified adoption (20M+ downloads, 125+ team members). While the project itself is a top-tier infrastructure tool, the specific submission provided was low-quality, utilizing hyperbolic claims ('most people have used my product', 'everyone') and confusing revenue data ('marketcap: 2500000'). However, external verification confirms its status as a leading headless CMS/BaaS solution. The score reflects the project's massive scale and utility, penalized slightly for the lack of verifiable evidence in the submission text.

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Score Breakdown

Real World Utility+237.5

Audience Reach Impact+119.0

Technical Innovation+162.0

Evidence Of Traction+112.5

Market Timing Relevance+90.0

Functional Completeness+10.0

Subtotal+731

Usefulness Multiplierx0.92

Final Score+673

Project Details

Project URL

directus.io

Description

The flexible backend for all your projects. 🐰 Turn your DB into a headless CMS, admin panels, or apps with a custom UI, instant APIs, auth & more. Directus is an open-source data platform that automatically wraps any SQL database with a real-time GraphQL+REST API for developers and a no-code data collaboration app for non-technical users. Completely modular and extensible, with absolutely no limitations or paywalls. Directus can power even the largest and most complex projects. And, with our pure SQL database mirroring, you never need to worry about vendor lock-in. Available for cloud or on-prem, Directus is the ideal solution for data democratization. Use cases include: • Headless CMS — Websites, apps, kiosks, e-com, signage, etc • Backend-as-a-Service — An API builder on top of a database and asset storage • Internal Applications — BI, back-office, CRM, inventory, projects, etc • Data Applications — SaaS, IoT, analytics, monitoring, dashboards, etc

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