Proof of Usefulness Report
Sniff Job
Analysis completed on 3/13/2026
+84
Proof of Usefulness Score
You're In Business
Sniff Job targets a genuine problem (job scams) but provides highly exaggerated and unverifiable claims regarding traction ('most people have used my product') and audience reach. The mention of 'marketcap: 500000' suggests a crypto token project with no verifiable traditional revenue or user metrics, resulting in a low overall score.
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Score Breakdown
Real World Utility+50.0
Audience Reach Impact+2.0
Technical Innovation+7.5
Evidence Of Traction+1.25
Market Timing Relevance+30.0
Functional Completeness+0.5
Subtotal+91.25
Usefulness Multiplierx0.92
Final Score+84
Project Details
Project URL
Description
Sniff Job is an AI-powered platform dedicated to protecting job seekers from ghost jobs, scams, and fake recruiters. Trained on over 150,000 suspicious job ads, our intelligent system analyzes listings in real time, detects fraud, and scores every opportunity for credibility.
With Sniff Job, users can generate ATS-optimized CVs and tailored cover letters in under two minutes, use a voice assistant to build their resume through a simple interview, and receive instant alerts for new job openings from over 10,000 trusted sources worldwide.
Whether you’re a graduate, freelancer, or experienced professional, Sniff Job helps you apply faster, safer, and smarter—making your job search more efficient and secure.
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