Proof of Usefulness Report

Pandascore

Analysis completed on 1/27/2026

+288
Proof of Usefulness Score
Gaining Momentum

Pandascore is a verified, high-potential Series A company providing essential AI-driven data infrastructure for the esports betting industry. External validation confirms over $14M in funding and major B2B clients (e.g., Entain, Betcris). However, the submission itself was of extremely low quality (incorrect 'construction' tag, vague 'everyone' reach claim, lazy traction text), which significantly penalized the Evidence of Traction and Response Quality scores. The high final score reflects the underlying reality of the business despite the poor application.

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Score Breakdown

Real World Utility+108
Audience Reach Impact+48
Technical Innovation+51
Evidence Of Traction+68
Market Timing Relevance+36
Functional Completeness+2
Subtotal+313
Usefulness Multiplierx0.92
Final Score+288

Project Details

Project URL
Description
PandaScore provides statistics and odds for the top esports competitions globally. We’re building the data infrastructure that will take the industry to the next level using AI and deep esports expertise. Top teams, bookmakers, fantasy apps, and media companies use PandaScore to get the best esports data. Join us and take part in building the future of esports.\n\nWhy are we doing all this? ?‍*\n\nVideo games have changed the way we experience entertainment, and now esports is catching up to and in some cases, exceeding the popularity of traditional sports with younger generations. Esports is experiencing the same evolution as traditional sports has gone through over past decades, but in just a few years. The growth is truly incredible.\n\nAt PandaScore we want to help the growth of esports by providing data and odds to businesses. We want to have the most reliable and accurate data so great products can be built in esports. Our customers rely on us for fast and accurate real-time that powers millions in revenue each month. If you work at PandaScore, you truly have an impact on the entire ecosystem.\n\nWe also strongly believe that AI will revolutionize both esports and traditional sports. That's what we're here for.\n\nLearn more about us here: [https://medium.com/pandascore-stories/pandascore-where-esports-and-ai-meet-8d9078c021e5](https://medium.com/pandascore-stories/pandascore-where-esports-and-ai-meet-8d9078c021e5)\n\nWanna know what it’s like to work at Pandascore ? Take a look here: [https://medium.com/pandascore-stories/what-its-like-to-work-at-pandascore-5622015f827f](https://medium.com/pandascore-stories/what-its-like-to-work-at-pandascore-5622015f827f)

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