Proof of Usefulness Report

Serverless

Analysis completed on 1/29/2026

+435
Proof of Usefulness Score
Certified Problem Solver

Serverless (Serverless, Inc.) is a highly influential, industry-standard project with massive verified traction (300M+ downloads, 46k+ GitHub stars), despite the submission's lack of detail. The project defined the 'Serverless' category and generates estimated annual revenue of ~$1.5M with a team of ~21. While the submission quality was poor (vague claims, no data), the publicly verifiable real-world utility and reach are exceptional, justifying a high score comparable to or exceeding established brands like HackerNoon.

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Score Breakdown

Real World Utility+98
Audience Reach Impact+95
Technical Innovation+90
Evidence Of Traction+95
Market Timing Relevance+90
Functional Completeness+5
Subtotal+473
Usefulness Multiplierx0.92
Final Score+435

Project Details

Project URL
Description
Serverless, Inc. makes developer tools and services for building and managing serverless applications using next-generation, auto-scaling cloud infrastructure on public cloud platforms like AWS, Google and Azure.\n\nWe envision a world where developers can easily scale their cloud infrastructure on any platform from any device. At Serverless we are creating the tools for that.

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