Proof of Usefulness Report

Stealth SaaS (funded by Underdog Labs)

Analysis completed on 1/30/2026

-5
Proof of Usefulness Score
Lab Mode

The submission for 'SwiftClaw' presents significant red flags. Claims that 'most people have used my product' are demonstrably false given the project's 'Stealth SaaS' status and total absence of search results or digital footprint. The description provides no utility details, and the revenue metric is invalid ('all time marketcap: null'). This appears to be a test or low-effort submission with contradictory claims and zero verifiable traction.

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Score Breakdown

Real World Utility+0.0
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction-5.0
Market Timing Relevance+0.5
Functional Completeness+0.0
Subtotal-4.5
Usefulness Multiplierx1.11
Final Score-5

Project Details

Project URL
Description
This company will be launched with funding from Underdog Labs

Algorithm Insights

Market Position
Early stage requiring focused development
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