Proof of Usefulness Report

Kodif

Analysis completed on 1/24/2026

+291
Proof of Usefulness Score
Gaining Momentum

Kodif is a legitimate Y Combinator-backed (W22) low-code platform for CX automation, addressing a high-utility market need with strong timing. However, the submission itself is of very poor quality, containing clearly exaggerated claims (e.g., 'most people have used my product', audience 'everyone') and missing technical details. While the underlying company fundamentals (team size 11-50, funding) suggest a viable business (Score range 250-400), the lack of verifiable evidence in the submission and the hallucinated traction claims necessitate a significant penalty on Confidence/Quality factors.

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Score Breakdown

Real World Utility+150.0
Audience Reach Impact+20.0
Technical Innovation+48.75
Evidence Of Traction+31.25
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+342.5
Usefulness Multiplierx0.85
Final Score+291

Project Details

Project URL
Description
Kodif is a low-code platform to enable non-technical teams to build customer support automations without relying on engineers.

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