Proof of Usefulness Report

Givven Logistics

Analysis completed on 2/9/2026

-3
Proof of Usefulness Score
Lab Mode

The submission presents significant red flags indicating a lack of legitimacy. Despite claiming to be a global logistics leader with 125 employees and operations in the USA and Europe, there is no verifiable digital footprint for 'Givven Logistics' or the domain 'givven.com' in search results. The claim that 'most people have used my product' is demonstrably false for a niche B2B logistics firm. Additionally, the project name 'SwiftShade' contradicts the description, and the revenue field confusingly references 'marketcap'. The submission appears to be spam or a fabrication.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction-6.25
Market Timing Relevance+1.00
Functional Completeness+0.25
Subtotal-2.5
Usefulness Multiplierx1.08
Final Score-3

Project Details

Project URL
givven.com
Description
Givven is a leader in Freight Forwarding and logistics industry, committed to delivering innovative, reliable, and efficient solutions for our global clientele. With a foundation built on integrity, dedication, and excellence, we strive to elevate the standards of logistics and supply chain management. At the heart of Givven are our people—our greatest asset—who drive our success and uphold our core values every day. Our strengths lie in Responsive Customer Service, Innovative Solutions, and Industry Expertise, enabling us to meet the ever-changing demands of global logistics. Since our inception, we have continuously evolved, providing integrated logistics solutions across multiple industries. Our global reach extends with operations and partnerships in USA, Europe, India, and beyond. At Givven, we are more than just a logistics provider; we are your trusted partner in navigating the complexities of the global supply chain.

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