Proof of Usefulness Report

AI-Surge Cloud

Analysis completed on 1/8/2026

+48
Proof of Usefulness Score
You're In Business

AI-Surge Cloud is a verifiable B2B platform offering no-code Decision Intelligence and data ops solutions, with some external evidence of partnerships (AWS, Databricks) and industry recognition. However, the project submission itself is of extremely low quality, containing hyperbolic and unverifiable claims (e.g., 'most people have used my product', audience is 'everyone'). While the technology addresses a genuine problem in data engineering (Real-World Utility), the lack of credible provided data and the nonsensical traction claims in the submission significantly penalize the score, placing it in the 'Minimal Traction' category despite its potential legitimacy as an early-stage B2B tool.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+2
Technical Innovation+9
Evidence Of Traction+3
Market Timing Relevance+8
Functional Completeness+0
Subtotal+43
Usefulness Multiplierx1.1
Final Score+48

Project Details

Project URL
Description
AI-Surge Cloudis in the Business Intelligence Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Business Intelligence, Cloud Computing, Devops
Traction Evidence
most people have used my product

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