Round 1 Winners!
Proof of Usefulness Report

RetainSure

Analysis completed on 3/22/2026

+116
Proof of Usefulness Score
Gaining Momentum

RetainSure addresses a valid and practical B2B use case with AI-driven churn prediction and workflow gamification. However, the submission suffers from highly exaggerated and unsupported claims, such as citing 'everyone' as the target audience and stating 'most people have used my product'. These assertions contradict the lack of active users, unclear $50k marketcap, and missing launch details, resulting in a minimum quality multiplier across all evaluation criteria.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+10
Technical Innovation+22.5
Evidence Of Traction+6.25
Market Timing Relevance+25
Functional Completeness+2.5
Subtotal+141.25
Usefulness Multiplierx0.82
Final Score+116

Project Details

Project URL
Description
We help customer success manager: 1. Become proactive and laser focused by predicting key churn/expansion accounts using machine learning a month prior to its occurrence 2. Stay on top of their customer details with the help of an AI agent that can answer any query around your customers and CS best practices eliminating the need to do manual analysis saving tones of time 3. Make their work enjoyable by gamifying the entire workflow

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