Proof of Usefulness Report

Dhuni Software

Analysis completed on 2/6/2026

+45
Proof of Usefulness Score
You're In Business

Dhuni Software appears to be a legitimate software consulting firm and product incubator (e.g., VocalPanda, 5k+ downloads) with operations in the US and Nepal. However, the submission contains significant hyperboles and inaccuracies, such as claiming 'most people have used my product' and confusing revenue with 'marketcap'. While the company demonstrates technical competence through IEEE publications and B2B case studies, the submitted metrics (125 team size vs. $500k 'marketcap') are inconsistent, suggesting either inflated headcount or very low revenue per employee. The score reflects a functioning low-traction business heavily penalized for misleading submission claims.

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Score Breakdown

Real World Utility+56.0
Audience Reach Impact+10.0
Technical Innovation+65.0
Evidence Of Traction+15.0
Market Timing Relevance+70.0
Functional Completeness+5.0
Subtotal+34.75
Usefulness Multiplierx1.15
Final Score+40

Project Details

Project URL
Description
Creating software products is an art. From a spark of an idea, we paint an empty canvas meticulously with the right requirements and a vibrant palette of algorithms. In the end, we have high-quality products, all driven through the brush strokes of A.I.

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