Proof of Usefulness Report

Alia

Analysis completed on 2/7/2026

+0
Proof of Usefulness Score
You're In Business

The submission contains critical discrepancies indicating a hallucination or spam entry. The project name 'SwiftShade' and description 'Sales automation' are unrelated to the provided URL, which belongs to 'Alia Innovations,' a reputable non-profit focused on child welfare, not technology services. The claims of 'everyone' as the audience and 'most people' having used the product are demonstrably false. Additionally, the 'marketcap' and team size figures do not align with the actual non-profit's financial data (approx. $5.6M revenue, 30 employees). No verifiable evidence exists for a project named 'SwiftShade' under this organization.

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Score Breakdown

Real World Utility+0
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+0
Functional Completeness+0
Subtotal+0
Usefulness Multiplierx1
Final Score+0

Project Details

Description
Automation of sales, marketing and customer interaction

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