Round 1 Winners!
Proof of Usefulness Report

The Autom8 Group

Analysis completed on 3/13/2026

+81
Proof of Usefulness Score
You're In Business

The submission contains highly exaggerated and unverifiable claims ('everyone' as target audience, 'most people have used my product') alongside conflicting data, such as a 2011 launch date and an 'all time marketcap' of 500,000 without corresponding active user metrics. The absence of technical specifics beyond 'Software Development' results in a low quality multiplier, correctly placing this project in the minimal traction category.

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+6.25
Market Timing Relevance+20.0
Functional Completeness+1.25
Subtotal+90
Usefulness Multiplierx0.9
Final Score+81

Project Details

Description
Developing, creating and synthesising an application that uses AI to understand and apply excel requests in non-technical language to Excel Spreadsheets.

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