Proof of Usefulness Report

Vigilomics

Analysis completed on 2/14/2026

+53
Proof of Usefulness Score
You're In Business

Vigilomics (registered as Vigilomics Biosciences Pvt. Ltd. in India) is a legitimate early-stage biotech startup focusing on non-invasive cancer detection using AI-augmented canine olfaction ('breathomics'). However, the project submission is highly inaccurate. It claims 'most people have used my product,' which is demonstrably false as the company is currently in a clinical research phase with approximately 1,000 samples collected in partnership with local hospitals. The project name 'StarGale' appears to be an error or unrelated. While the technical innovation and problem-solution fit are high, the score is significantly penalized by the deceptive traction claims and low-quality submission data.

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Score Breakdown

Real World Utility+22.50
Audience Reach Impact+1.00
Technical Innovation+12.00
Evidence Of Traction+3.75
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+47.5
Usefulness Multiplierx1.12
Final Score+53

Project Details

Project URL
vigilomics.com
Description
Vigilomics: Revolutionizing Predictive Health and Early Detection At Vigilomics, we stand at the forefront of predictive health and early detection technologies. Our name, a fusion of "vigil" (to keep watch) and "omics" (the comprehensive study of biological systems), embodies our mission to vigilantly monitor and analyze health data to identify potential risks before they become critical issues. Our Approach We leverage cutting-edge omics technologies and advanced data analytics to: - Develop innovative early detection methods for various diseases - Create personalized health monitoring solutions - Enhance preventive healthcare strategies Our Vision We aim to transform healthcare from reactive to proactive, empowering individuals and healthcare providers with actionable insights for better health outcomes. Join us in our quest to redefine the future of healthcare through vigilant observation and comprehensive biological analysis. #PredictiveHealth #EarlyDetection #HealthTech #Bioinformatics #PersonalizedMedicine

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