Proof of Usefulness Report

AUT-AI

Analysis completed on 3/9/2026

+71.25

Proof of Usefulness Score

You're In Business

AUT-AI's submission presents a generic software development agency with highly exaggerated and unsupported claims (e.g., 'most people have used my product', audience reach of 'everyone'). The lack of verifiable traction, custom technology, and the vague, incomplete responses result in the lowest quality multipliers (0.5) across all criteria. This places the project firmly in the 'minimal traction' category with a score below 100.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+50.0

Audience Reach Impact+5.0

Technical Innovation+7.5

Evidence Of Traction+1.25

Market Timing Relevance+10.0

Functional Completeness+1.25

Subtotal+75

Usefulness Multiplierx0.95

Final Score+71

Project Details

Project URL

aut-ai.co.uk

Description

Explore Aut-AI's comprehensive suite of services, from process automation to custom apps and websites. Revolutionise your business operations with our cutting-edge tools and versatile platforms. Embrace the future of efficiency and innovation.

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