Proof of Usefulness Report

KredosAI

Analysis completed on 1/24/2026

+276
Proof of Usefulness Score
Gaining Momentum

KredosAI is a legitimate, verified VC-backed startup (approx. $5.5M raised) with significant enterprise traction (e.g., UScellular partnership). The platform addresses a high-value problem in debt recovery and customer retention using AI and behavioral economics. However, the project submission itself was of extremely low quality, containing factually incorrect claims ('most people have used my product', 'audience: everyone') and confusing financial data ($2.5M marketcap likely referring to a funding round). The score reflects the strong underlying reality of the business, significantly dampened by the poor reliability of the input data and the early-stage nature of the venture compared to established benchmarks.

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+12.5
Audience Reach Impact+3.0
Technical Innovation+4.5
Evidence Of Traction+7.5
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+32.75
Usefulness Multiplierx0.85
Final Score+276

Project Details

Project URL
Description
KredosAI combines human-centered AI and behavioral economics to provide enterprises the capability to deliver personalized, outcome-driven customer experiences to late paying customers. By preserving the relationship between companies and their customers, KredosAI helps prevent disconnections and increases retention rates using a proprietary AI model that learns from customer behavior and empowers customers to take action.

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