Proof of Usefulness Report

Kodeally

Analysis completed on 2/19/2026

+29
Proof of Usefulness Score
You're In Business

Kodeally appears to be a legitimate, recently launched 'productized service' agency for AI engineering, based on the provided URL and search results showing a professional website established around late 2025. However, the submission itself is of extremely low quality, containing demonstrably false claims (e.g., 'most people have used my product', 'everyone' as audience) and confusing metrics ('marketcap: 500000' for a service business). While the business model is timely and the website exists, the lack of verifiable traction (0 Twitter followers) and the dishonest/low-effort submission severely impact the score.

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Score Breakdown

Real World Utility+70
Real World Utility Quality+0.8
Audience Reach Impact+5
Audience Reach Impact Quality+0.5
Technical Innovation+30
Technical Innovation Quality+0.8
Evidence Of Traction+0
Evidence Of Traction Quality+0.5
Market Timing Relevance+90
Market Timing Relevance Quality+1
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+27.35
Usefulness Multiplierx1.06
Final Score+29

Project Details

Project URL
Description
Kodeally is a subscription-based AI Engineering service designed specifically for software agencies and tech companies. We provide a dedicated, senior-level engineering team on a flexible monthly subscription, allowing you to deliver high-margin AI projects without the cost and risk of hiring in-house.

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