Round 1 Winners!
Proof of Usefulness Report

Vertical Blue

Analysis completed on 3/18/2026

+209
Proof of Usefulness Score
Gaining Momentum

Vertical Blue offers a valid B2B consulting service leveraging data science for PE/VC firms, showing clear real-world utility and market relevance. However, the submission is severely penalized for highly exaggerated and inaccurate claims, such as stating 'most people have used my product' and that the audience is 'everyone' for a niche due diligence service. These red flags regarding traction and audience reach place it well below the calibration benchmark.

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Score Breakdown

Real World Utility+150
Audience Reach Impact+10
Technical Innovation+7.5
Evidence Of Traction+0
Market Timing Relevance+60
Functional Completeness+0
Subtotal+227.5
Usefulness Multiplierx0.92
Final Score+209

Project Details

Description
Vertical Blue is a strategic consulting firm focused on providing investors with a tailor-made approach to leverage data science and machine learning in their commercial due diligence. We identify, gather and analyze data to gain strategic insights on a particular market and/or business, using the latest data science tools & techniques as needed. Our focus is to help investors anchor their business plan and equity story in more solid grounds than what more traditional strategic consulting enables. Our clients range from large-cap private equity investors to early-stage venture capitalists, from early-on opportunity assessments to later-stage deep dives. We also work with our clients’ portfolio companies to help senior executives drive insights for day-to-day management from their internal sources of data which tend to often be underutilized. Some of the industries we have been working on include consumer products, retail, telecom, environmental services, healthcare, hospitality, among others. See how our strategic insights have helped clients in the case studies section of our website.

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