Proof of Usefulness Report

Questtor Limited

Analysis completed on 3/8/2026

+62
Proof of Usefulness Score
You're In Business

Questtor is a legitimate B2B AI platform for QHSE (Quality, Health, Safety, Environment) compliance, offering verifiable utility for a niche market. However, the submission itself is of extremely low quality, containing demonstrably false claims (e.g., 'everyone' as audience, 'most people' have used it) and vague technical details ('Internet'). While the website evidence suggests a functional product with some early traction (claiming 40+ organizations), the disparity between the submission's hyperbole and the specialized nature of the tool heavily penalizes the score.

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Score Breakdown

Real World Utility+75
Quality Factor Utility+1
Audience Reach Impact+10
Quality Factor Reach+0.5
Technical Innovation+50
Quality Factor Innovation+0.5
Evidence Of Traction+30
Quality Factor Traction+0.5
Market Timing Relevance+80
Quality Factor Timing+1
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+35.5
Usefulness Multiplierx1.15
Final Score+41

Project Details

Project URL
Description
Find QHSE non-conformities using AI. Without losing data privacy. Questtor investigates your files by combining our fine-tuned large language model with Retrieval Augmented Generation (RAG)

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