Proof of Usefulness Report

Utiliko Corporation

Analysis completed on 2/18/2026

+105
Proof of Usefulness Score
Gaining Momentum

Project 'SwiftForge' is actually Utiliko, a legacy SMB management platform (est. 2016) with verifiable but minimal traction (<50 verified reviews in 8 years). The submission contains significant hyperboles ('most people have used my product', 'audience reach: everyone') and erroneous naming. While the software is functional and solves a valid problem (business consolidation), it lacks market differentiation and growth momentum. Revenue claims likely represent cumulative 8-year turnover (~$300k/yr avg), placing it in the lifestyle business category rather than a high-growth venture.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+5.0
Technical Innovation+20.0
Evidence Of Traction+10.0
Market Timing Relevance+30.0
Functional Completeness+5.0
Subtotal+120
Usefulness Multiplierx0.88
Final Score+105

Project Details

Project URL
Description
Utiliko is a simplified business management platform that combines essential business services into a single platform. Aside from CRM, Project Management, Accounting and HR, we offer e-signature for estimate and contract execution, billable time tracking, email integration and more.

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