Proof of Usefulness Report

Graph AI

Analysis completed on 2/4/2026

+3
Proof of Usefulness Score
You're In Business

The submission contains significant red flags indicative of a non-existent or fabricated project. The domain 'graphsafety.ai' is not indexed, and the claim that 'most people have used my product' is demonstrably false for a specialized B2B pharmacovigilance tool. Additionally, a team size of '0' and an incoherent market cap claim ($12M) further invalidate the submission. No verifiable evidence of the project's utility, technology, or existence was found.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.0
Technical Innovation+5.0
Evidence Of Traction+0.0
Market Timing Relevance+10.0
Functional Completeness+0.0
Subtotal+3
Usefulness Multiplierx1.0
Final Score+3

Project Details

Project URL
Description
Graph AI is an AI life sciences company focused on patient safety and pharmacovigilance. Their AI-native platform, Graph Safety, automates adverse drug event monitoring, regulatory submissions, and aggregates safety intelligence for the pharmaceutical and biotech industries. Founded in 2024, the company aims to modernize drug safety by transforming labor-intensive processes into efficient, AI-driven workflows.

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