Round 1 Winners!
Proof of Usefulness Report

Qatalyst Labs

Analysis completed on 3/10/2026

+30
Proof of Usefulness Score
You're In Business

Qatalyst Labs addresses a valid pain point in software development by translating business requirements into technical specifications. However, the submission suffers from unrealistic and vague claims, such as citing 'Internet' as the technology used, asserting 'most people have used my product' for a B2B service agency, and providing an incoherent revenue metric. Consequently, the project receives a low score due to poor submission data quality and a complete lack of verifiable traction.

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Score Breakdown

Real World Utility+17.50
Audience Reach Impact+2.00
Technical Innovation+0.75
Evidence Of Traction+1.25
Market Timing Relevance+5.00
Functional Completeness+0.50
Subtotal+27
Usefulness Multiplierx1.11
Final Score+30

Project Details

Project URL
Description
Business owners know what problem they need solved, but can't translate that into something developers can build. That's where everything falls apart. The issue isn't your development team. You don't have time to define every detail. You don't have the expertise to write technical specifications. You can't afford to hire a full-time product person or a fractional one. So developers build what they think you need, not what you actually need. That leads to months of expensive iterations and frustration. It's the communication gap. Qatalyst Labs bridges that gap. We translate your business problems into crystal-clear specifications that development teams (AI or human) can execute flawlessly. No more guessing. No more endless revisions. Just software that solves your actual problems. Drawing from 15 years of experience and product and tech leadership roles at multiple startups, we've helped bring over a hundred projects to production. Recruitment firms streamline hiring processes, universities digitize student services, brokerages automate core operations, and service companies transform manual workflows. The result? Software that works for your business, without the communication breakdown that kills most projects. Stop losing time and money on software that misses the mark. Start building solutions that drive results Connect with us to learn more: https://bit.ly/3zI7WAR

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