Proof of Usefulness Report

StellarAlgo

Analysis completed on 3/13/2026

+534

Proof of Usefulness Score

Industry Mainstay

StellarAlgo is a proven, high-utility sports B2B CDP with significant market presence (200+ major/minor leagues and a team size of 350). However, the submission itself is extremely poor, featuring exaggerated claims ('everyone', 'most people have used my product') and nonsensical revenue figures ('all time marketcap: 2500000'). This severely reduces the quality multipliers in audience reach, evidence of traction, and response quality, keeping the score lower than an enterprise company of this scale would typically achieve, yet still firmly in the established tier.

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Score Breakdown

Real World Utility+212.5

Audience Reach Impact+80

Technical Innovation+105

Evidence Of Traction+100

Market Timing Relevance+80

Functional Completeness+2.5

Subtotal+580

Usefulness Multiplierx0.92

Final Score+534

Project Details

Project URL

stellaralgo.com

Description

StellarAlgo is the world’s leading sports CDP that makes it easy to access and take action on fan data across teams and leagues, increasing fan engagement, revenue and sponsorship opportunities. Our platform provides a clear view of fans faster, with no-code segmentation tools, sports-specific playbooks, and cross-property fan insights that empower teams to best engage fans. We even take the guesswork out of predicting your next fan opportunities using AI to surface ideal audiences to target with select offers. All this makes us the trusted partner for more than 200 major and minor league sports properties. Join us in shaping the future of fan engagement. Learn more at www.stellaralgo.com.

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