Proof of Usefulness Report

OPI Analytics

Analysis completed on 1/27/2026

+387
Proof of Usefulness Score
Certified Problem Solver

OPI Analytics is a verified, established data science consultancy in Mexico with a significant team (75+) and history (founded ~2011). However, the submission quality is extremely poor, featuring exaggerated audience claims ('everyone', 'most people have used my product') and lacking verifiable details. While the underlying business fundamentals suggest high utility and traction, the score is heavily penalized by the low-effort submission and lack of specific evidence provided in the form.

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Score Breakdown

Real World Utility+140.0
Audience Reach Impact+40.0
Technical Innovation+45.0
Evidence Of Traction+93.75
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+401.25
Usefulness Multiplierx0.96
Final Score+387

Project Details

Project URL
Description
OPI Analytics is a technology company that helps organizations to make decisions through Machine Learning algorithms; we have been pioneers in Data Science application in Mexico for more than 8 years. \nOur main asset is a multidisciplinary team with great passion for solving complex problems.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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