Proof of Usefulness Report

Sobi Analytics

Analysis completed on 1/30/2026

+20
Proof of Usefulness Score
You're In Business

The project 'Sobi Analytics' presents as an early-stage concept with no verifiable digital footprint; the domain is inactive or not indexed. The submission contains significant red flags, particularly the hyperbolic claim that 'most people have used my product' despite zero search presence. There is no evidence of the claimed machine learning capabilities, revenue, or active user base, resulting in a score reflecting minimal to no tangible utility or traction.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+0.0
Technical Innovation+3.0
Evidence Of Traction+0.0
Market Timing Relevance+4.0
Functional Completeness+1.0
Subtotal+18
Usefulness Multiplierx1.11
Final Score+20

Project Details

Project URL
sobianalytics.com
Description
Sobi is a no-code business intelligence platform, operating under a SaaS business model. Integrating with several popular third party softwares (with more to come), Sobi extracts transactional data, analyzing it, benchmarking it, and delivery cross-business 'cause and effect' insights into performance delivery.\nWe are now focusing on applying machine learning to our planning functionality, which we intend to be a market changer. Our target market is growth advisors working with small-medium sized businesses, or business owners who understand the value of having access to these real-time insights.

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