Proof of Usefulness Report

o9 Solutions

Analysis completed on 1/26/2026

+701
Proof of Usefulness Score
Category Standard

o9 Solutions is a verified 'unicorn' in the enterprise AI planning space with a confirmed valuation of ~$3.7B, significant revenue ($200M+ ARR), and a global team of ~2,000. Despite the low-effort submission text (e.g., claiming audience is 'everyone' and providing vague traction descriptions), the objective data points provided (Market Cap, Domain, Launch Date) confirm it is a market-leading entity. The score reflects its massive real-world scale and utility, slightly penalized for the poor quality of the submission responses.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+96.0
Technical Innovation+127.5
Evidence Of Traction+300.0
Market Timing Relevance+90.0
Functional Completeness+5.0
Subtotal+856
Usefulness Multiplierx0.82
Final Score+701

Project Details

Project URL
Description
o9 Solutions is a leading provider of AI-powered integrated business planning and decision-making solutions. The company specializes in helping organizations transform their planning and operations processes by leveraging advanced analytics, machine learning, and cloud-based technologies. With a focus on enhancing supply chain management, demand forecasting, and financial planning, o9 Solutions enables businesses to make smarter, faster decisions that drive efficiency and growth. Their platform is designed to support a wide range of industries, including retail, manufacturing, and consumer goods, offering scalable solutions that adapt to the unique needs of each client.

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