Proof of Usefulness Report

Astute Innovations

Analysis completed on 1/28/2026

-6
Proof of Usefulness Score
Lab Mode

The project appears to be a test submission or non-operational entity with significant red flags. The domain 'astuteinnovations.ca' is not indexed in search engines, and the company has no visible digital footprint despite a claimed 2014 launch. The claim that 'most people have used my product' is demonstrably false. The financial metric ('marketcap: 500000') is misused and unverifiable. Zero evidence of traction or real-world utility exists.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction-10.00
Market Timing Relevance+1.00
Functional Completeness+0.25
Subtotal-6.25
Usefulness Multiplierx1.02
Final Score-6

Project Details

Project URL
astuteinnovations.ca
Description
Astute Innovations - Analytics & Data Science Consulting Services At Astute Innovations, we empower businesses to make data-driven decisions with precision. Our team of data experts deliver tailored solutions to unlock insights, optimize performance, and drive growth. From advanced analytics and machine learning models to data visualization and strategy development, we provide end-to-end consulting services designed to transform data into actionable intelligence. We specialize in: - Predictive Analytics & Machine Learning - Business Intelligence & Reporting - Data Strategy & Consulting - Data Visualization & Dashboarding - Big Data Integration & Processing Partner with Astute Innovations to stay ahead of the competition by leveraging the full potential of your data. Let’s innovate your future, one insight at a time.

Algorithm Insights

Market Position
Early stage requiring focused development
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