Round 1 Winners!
Proof of Usefulness Report

Method Data Science

Analysis completed on 3/18/2026

+190.9
Proof of Usefulness Score
Gaining Momentum

Method Data Science (submitted as StarForge) is a B2B data science and SaaS development agency. While operating in a highly relevant and timely market (AI, LLMs, data engineering) and offering genuine utility as a technical co-founder and IP strategist, the submission includes severe red flags and unverified, exaggerated claims (e.g., audience reach stated as 'everyone' and traction claimed as 'most people have used my product'). A lack of verifiable user metrics and confusing revenue claims ('all time marketcap: 2500000') result in poor quality factors for traction, reach, and response quality.

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Score Breakdown

Real World Utility+100.0
Audience Reach Impact+10.0
Technical Innovation+22.5
Evidence Of Traction+12.5
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+207.5
Usefulness Multiplierx0.92
Final Score+191

Project Details

Description
Our passion is building high-performing data and SAAS companies. Our portfolio companies and clients span multiple industries including real estate tech, insurance, healthcare, finance, banking, software, sales and marketing, legal, retail and ecommerce, biotech, and pharma. Our approach to software, data science, and product is IP-focused. We're a full-service data science and data engineering dev shop with deep experience in LLMs / Generative AI, automation, machine learning / AI, reporting, custom web apps, and APIs. Example projects include customer lifetime value and cohort analysis, disease prediction, asset classification, stock market prediction, fashion image classification. We develop high-performing data products using machine learning and AI, NLP, clustering and unsupervised learning, report automation, custom web app, dashboard, and API development. Think of us as your technical co-founder, IP portfolio strategists, and co-inventors. We have extensive experience working with business, tech, and legal teams to identify, define, and craft a powerful and cost effective intellectual property strategy (patents, trademarks, copyright, trade-secret, open-source, etc.). We help your business teams think correctly about IP and help your tech teams innovate. We're not attorneys, but work with your in-house and outside counsel to make sure your legal strategy is competitive, cost effective, and in line with your company's goals. We've invented and patented novel solutions in many of these industries.

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