Proof of Usefulness Report

Unsupervised

Analysis completed on 2/1/2026

+412
Proof of Usefulness Score
Certified Problem Solver

Unsupervised is a legitimate, Series B funded automated analytics company with over $57M in funding and estimated revenue of ~$6M, significantly outperforming the 'Calibration' baseline in financial metrics. However, the specific submission provided was extremely low quality, containing false claims ('most people have used my product') and nonsensical data ('marketcap: null'). The evaluation scores reflect the verified strength of the actual company (Unsupervised.com) while heavily penalizing the 'Response Quality' metric due to the poor submission effort. The company occupies a strong position in the AI analytics market, though its audience reach is specialized B2B enterprise rather than the 'everyone' claimed.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+9.00
Technical Innovation+12.00
Evidence Of Traction+18.75
Market Timing Relevance+8.10
Functional Completeness+0.25
Subtotal+69.35
Usefulness Multiplierx0.99
Final Score+412

Project Details

Project URL
Description
Unsupervised has created a new form of AI that can scour the data that your business has — no matter how messy, disparate, unstructured, or complex — and find the insights that help you optimize the key parts of your business.\n\nA customer recently described Unsupervised as giving them \"a continuous stream of opportunities, that helps my team optimize the metrics that we care about.\"

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