Proof of Usefulness Report

TigerGraph

Analysis completed on 1/31/2026

+635
Proof of Usefulness Score
Category Standard

TigerGraph is a well-established, Series C funded graph database provider with significant market presence (Unicorn status), validating high utility and technical innovation. However, the submission quality is extremely poor, featuring hyperbolic claims ('everyone', 'most people have used my product') and missing critical metrics. The score reflects the high verifiable reality of the business entity, heavily penalized by low Quality Factors (Qi) due to the lack of effort and credible evidence in the submission form.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+112.0
Technical Innovation+135.0
Evidence Of Traction+118.8
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+683.3
Usefulness Multiplierx0.93
Final Score+635

Project Details

Project URL
tigergraph.com
Description
TigerGraph is a leading provider of graph database technology, specializing in advanced analytics and machine learning solutions. The company offers a scalable and high-performance graph database platform designed to handle complex and interconnected data. TigerGraph's solutions are used across various industries, including finance, healthcare, and telecommunications, to uncover insights, detect fraud, and optimize operations. With a focus on real-time analytics and deep link analysis, TigerGraph empowers organizations to harness the power of graph technology to drive innovation and make data-driven decisions.

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