Proof of Usefulness Report

AI Culture Shapers

Analysis completed on 3/8/2026

+75

Proof of Usefulness Score

You're In Business

The submission targets a highly relevant market (AI culture and consulting) but is undermined by vague implementation details, unverifiable metrics, and highly exaggerated claims (e.g., 'most people have used my product'). A complete lack of demonstrated technical innovation and verified traction results in a heavily penalized evaluation, placing the project significantly below the established calibration baseline.

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+25.00

Audience Reach Impact+0.00

Technical Innovation+0.00

Evidence Of Traction+0.00

Market Timing Relevance+60.00

Functional Completeness+0.25

Subtotal+85.25

Usefulness Multiplierx0.88

Final Score+75

Project Details

Project URL

aicultureshapers.com

Description

We shape healthy AI cultures. We’ll help you embrace AI and create leadership that puts the human experience at the centre to benefit both the organisation and everyone that’s part of it

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