Proof of Usefulness Report

Swaayam

Analysis completed on 1/31/2026

+224
Proof of Usefulness Score
Gaining Momentum

Swaayam (Vwyre Technology Labs) is a legitimate video-led hiring platform for India's frontline workforce (blue/grey collar), founded around 2017/2021. Verified traction indicates ~400,000+ users and 6,000+ employers, positioning it in the 'Small but promising' category (100-250). However, the submission quality was extremely poor, containing false claims ('most people have used my product', 'everyone') and missing financial data. While the platform solves a genuine problem with relevant localization (vernacular job shorts), the inaccurate input heavily penalized the Response Quality score. The team size of 303 is unverified and potentially inflated compared to the core team size found in external profiles (~11-50), though a field sales force is possible.

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Score Breakdown

Real World Utility+75.0
Audience Reach Impact+32.0
Technical Innovation+33.0
Evidence Of Traction+70.0
Market Timing Relevance+30.0
Functional Completeness+1.0
Subtotal+241
Usefulness Multiplierx0.93
Final Score+224

Project Details

Project URL
Description
Swaayam uses video and intelligence to simplify hiring and learning.

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