Round 1 Winners!
Proof of Usefulness Report

Hashback.io

Analysis completed on 3/20/2026

+97.9
Proof of Usefulness Score
You're In Business

While the project addresses a valid need in customer feedback analysis using ML, the submission is severely undermined by vague and highly exaggerated claims. Statements such as 'most people have used my product' and an audience reach of 'everyone' lack verifiable evidence. Combined with a confusing revenue metric ('all time marketcap: 2500000') and poor response quality, the project demonstrates minimal verifiable traction.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+0
Technical Innovation+30
Evidence Of Traction+0
Market Timing Relevance+5
Functional Completeness+0
Subtotal+110
Usefulness Multiplierx0.89
Final Score+98

Project Details

Project URL
Description
While part of the original GitKraken team, the founders of Hashback found themselves drowning in the enormous volume of customer feedback the product received. With no lifeboat in sight, in true hacker fashion, if you can't find the tool you need, you build your own. By utilizing the recent advances in machine learning, Hashback provides an accurate analysis of your customer feedback whether your team receives 10 or 10,000 emails a day.

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