Proof of Usefulness Report

Ansidara Inc.

Analysis completed on 1/24/2026

+42
Proof of Usefulness Score
You're In Business

Ansidara Inc. (Ansidara Tech) appears to be a legitimate, small-scale engineering services firm based in Hyderabad and Illinois, specializing in industrial automation and IoT. However, the project submission suffers significantly from hyperbolic claims (e.g., 'most people have used my product', audience is 'everyone') and confusing metrics ('marketcap: 500000'). While the core business has real-world utility in the B2B sector, the lack of verifiable traction data, low scalability compared to software platforms, and poor submission quality result in a low Proof of Usefulness score relative to high-growth tech benchmarks.

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Score Breakdown

Real World Utility+17.50
Audience Reach Impact+2.00
Technical Innovation+7.50
Evidence Of Traction+5.00
Market Timing Relevance+6.00
Functional Completeness+1.00
Subtotal+39
Usefulness Multiplierx1.08
Final Score+42

Project Details

Project URL
Description
Ansidara - one stop automation services company with focus on providing software, hardware engineering services. Our services include developing embedded solutions, real time applications, process automation solutions and IoT engineering & integration services With base in Illinois and having full-fledged engineering facilities in India, we offer the superior customer service by being closer to customer while leveraging the scale and cost effectiveness through off-shore presence.

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