Proof of Usefulness Report

Sql Squared Ltd.

Analysis completed on 2/19/2026

+26
Proof of Usefulness Score
You're In Business

The project represents a verifiable UK-based Data & AI consultancy and community ('SQL Squared Ltd') with an active podcast and website. However, the submission is severely compromised by hyperbolic and unverifiable claims (e.g., 'most people have used my product', 'marketcap 500000'). While the entity is real and operates in a relevant sector (AI/Data), the lack of concrete metrics, the use of 'Internet' as the sole technology, and the unrealistic audience reach claims ('everyone') result in a low score consistent with a minimal-traction venture submitting poor-quality data.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+10.0
Technical Innovation+20.0
Evidence Of Traction+15.0
Market Timing Relevance+70.0
Functional Completeness+5.0
Subtotal+22.25
Usefulness Multiplierx1.15
Final Score+26

Project Details

Project URL
Description
We are a Data & AI community focussed on creating a social platform for industry professionals. Founded by a team of passionate people whose goal is to share knowledge and experiences for the betterment of your career or hobby.

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