Proof of Usefulness Report

Goat Cargo

Analysis completed on 2/10/2026

+25
Proof of Usefulness Score
You're In Business

The submission describes a standard logistics company ('Goat Cargo') but suffers critically from low-quality, hyperbolic claims. While the company may exist as a Brazilian freight forwarder with 30 employees, the claim that 'most people have used my product' is factually impossible for a B2B logistics firm. The revenue metric is confused with 'marketcap', and the audience is vaguely defined as 'everyone'. These red flags suggest either a lack of seriousness or a poor understanding of the evaluation criteria, resulting in a low score despite the potential legitimacy of the underlying business.

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Score Breakdown

Real World Utility+13.00
Audience Reach Impact+2.00
Technical Innovation+0.75
Evidence Of Traction+3.75
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+23.75
Usefulness Multiplierx1.05
Final Score+25

Project Details

Project URL
Description
GOAT Cargo is a Brazilian company with more than 25 years of experience in freight forwarding, customs clearance and consultancy throughout the logistics chain, offering our customers operational intelligence, cost reduction and agility in each shipment.

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