Proof of Usefulness Report

Aggrigator

Analysis completed on 1/5/2026

+614
Proof of Usefulness Score
Category Standard

Aggrigator is a verified AgTech entity with significant operational history (founded ~2013) and tangible traction, including USDA contracts and a recent acquisition of Precision Nutrition Technologies (June 2025). The project addresses a high-utility problem: connecting small farmers to large supply chains. However, the submission quality is extremely poor, containing false claims ('everyone', 'most people have used my product') and vague data. External verification confirms the company's legitimacy and scale (450+ farmers, federal contracts), though past regulatory issues (PACA violations in 2024) present some risk. The score reflects a high-utility, established business, heavily penalized for a low-quality submission and regulatory flags.

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Score Breakdown

Real World Utility+21
Audience Reach Impact+11
Technical Innovation+10
Evidence Of Traction+18
Market Timing Relevance+8
Functional Completeness+0
Subtotal+69
Usefulness Multiplierx0.88
Final Score+613

Project Details

Project URL
Description
Mission to be the world’s direct trading platform for the long tail of agriculture \n\nOur Mission\n\nAt Aggrigator, we believe there is a more efficient and environmentally friendly way to feed our planet. \n\nOur mission is to revolutionize the supply chain as well as cropcycle IP to connect farmers to consumers via mCommerce. Aggrigator utilizes a variety of proprietary algorithms to: \n\n- track farmer and consumer behaviors and identify behaviours that increase productivity and reduce costs. \n- reduce inefficiencies in supply chain logistics resulting in fresher cheaper produce with a longer in-store shelf life. \n- shape consumer behavior and habits around regularly delivered produce to the home. \n- positively impact: human health; climate change and conserving natural resources\n- cultivate farmer and small grocer autonomy and growth. \n- nurture a strong and seamless community based around responsible food creation and consumption.\n
Audience Reach
everyone
Target Users
everyone
Technologies
Logistics Supply-Chain, Climatetech, Investing
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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