Proof of Usefulness Report

Sparcus Technologies Limited

Analysis completed on 2/3/2026

-10
Proof of Usefulness Score
Lab Mode

The submission contains major red flags, including the demonstrably false claim that 'most people have used' the product despite zero verifiable digital footprint or search results. The domain 'sparcus-technologies.com' appears inactive or obscure, contradicting the 2004 launch date and 'leading agency' status. Fields like 'marketcap: null' and vague audience definitions ('everyone') indicate a lack of genuine business traction. Consequently, the project receives a negative score due to lack of verification and deceptive traction claims.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.75
Evidence Of Traction-12.50
Market Timing Relevance+0.50
Functional Completeness+0.00
Subtotal-10
Usefulness Multiplierx1
Final Score-10

Project Details

Description
Sparcus Technologies Limited is a leading research-oriented machine learning and data science agency. We develop AI products to drive innovation in various industries.

Algorithm Insights

Market Position
Early stage requiring focused development
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