Proof of Usefulness Report

Gradial

Analysis completed on 2/4/2026

+667
Proof of Usefulness Score
Category Standard

Gradial is a verified, high-growth Series B startup (raised ~$55M, valued at $350M as of Dec 2025) specializing in agentic AI for enterprise marketing operations. While the submission quality is poor (using a handle 'FrostFang' and exaggerated claims like 'everyone' for reach), the underlying business metrics are exceptional. External validation confirms 30x YoY revenue growth and major clients like AWS and Adobe. The project scores very high on utility, innovation, and traction, despite the low-effort submission.

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Score Breakdown

Real World Utility+220.8
Audience Reach Impact+120.0
Technical Innovation+108.0
Evidence Of Traction+220.5
Market Timing Relevance+76.0
Functional Completeness+4.0
Subtotal+749.3
Usefulness Multiplierx0.89
Final Score+667

Project Details

Project URL

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