Proof of Usefulness Report

Swaggie

Analysis completed on 2/18/2026

+221
Proof of Usefulness Score
Gaining Momentum

Swaggie is a verifiable, functional platform connecting seasonal workers with employers in Australia, New Zealand, and beyond, evidenced by active job listings and integrations with major ATS providers like JobAdder. However, the submission itself was of extremely low quality, containing hyperbolic claims (e.g., 'most people have used my product', 'audience: everyone') which severely impacted the Audience Reach and Response Quality scores. While the user's input regarding 'market cap' and traction was unreliable or confused (possibly conflating with a meme coin of a similar name), independent verification confirms the project's legitimacy, utility in the agricultural/hospitality sectors, and 'Small but promising' scale.

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Score Breakdown

Real World Utility+75.0
Audience Reach Impact+16.0
Technical Innovation+24.0
Evidence Of Traction+44.0
Market Timing Relevance+32.0
Functional Completeness+1.0
Subtotal+192
Usefulness Multiplierx1.15
Final Score+221

Project Details

Project URL
Description
Drive workforce and destination attraction by connecting with workers around availability for casual and seasonal roles

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