Proof of Usefulness Report

Mac Machine Tools and Automation

Analysis completed on 2/4/2026

+32
Proof of Usefulness Score
You're In Business

The project represents a legitimate, long-standing industrial automation business established in 1991 in Bangalore, but the submission contains severe inaccuracies and red flags. While the company (MAC Machine Tools and Automation) is verifiable as a channel partner for Mitsubishi and Rockwell, the submission claims 'most people have used my product' and lists a nonsensical 'marketcap' of 50000, which are factually false for a specialized B2B SME. Furthermore, financial searches reveal an 'Issuer Not-Cooperating' status with credit rating agencies as of 2024, indicating potential transparency or operational issues. The team size claim (350) is significantly exaggerated compared to external data (approx. 20-80 employees). The score is heavily penalized for false claims, poor data quality, and lack of verifiable growth evidence despite the company's age.

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Score Breakdown

Real World Utility+49.0
Audience Reach Impact+14.0
Technical Innovation+21.0
Evidence Of Traction+28.0
Market Timing Relevance+35.0
Functional Completeness+5.0
Subtotal+29
Usefulness Multiplierx1.10
Final Score+32

Project Details

Project URL
Description
Established in the year 1991, MAC Machine Tools and Automation is an Emerging Technology Solutions Provider with niche focus on Industrial Automation, Smart Manufacturing and Collaborative Robots Technology.

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