Proof of Usefulness Report

Fresh Produce Processing - AVL Fresh Packing

Analysis completed on 2/3/2026

+218
Proof of Usefulness Score
Gaining Momentum

AVL Fresh Packing is a verifiable B2B agribusiness based in Saltillo, Mexico, specializing in the packing and export of fresh produce (founded 2022). While the business operations are legitimate and the sector (food supply chain) has high utility, the submission quality is critically low, featuring inaccurate claims ('everyone' audience), nonsensical financial data ('marketcap: null'), and a lack of specific traction evidence ('most people have used my product'). The score reflects a functional small-to-medium enterprise penalized for a low-effort submission.

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Score Breakdown

Real World Utility+75.0
Audience Reach Impact+30.0
Technical Innovation+15.0
Evidence Of Traction+37.5
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+240
Usefulness Multiplierx0.91
Final Score+218

Project Details

Description
Company dedicated to the fresh produce processing for national and exportation markets with the food safety certifications that your company needs.

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