Round 1 Winners!
Proof of Usefulness Report

Monarch Crops

Analysis completed on 3/20/2026

+48.87
Proof of Usefulness Score
You're In Business

Monarch Crops presents a highly innovative and timely solution to agricultural insecticide toxicity using computational chemistry and ML. However, the submission includes severely exaggerated and unverified traction claims ('most people have used my product', confusing revenue figures) and poorly defined audience targeting ('everyone'). The lack of verifiable evidence and precise metrics results in a low overall score, fitting the minimal traction calibration.

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Score Breakdown

Real World Utility+20.00
Audience Reach Impact+1.00
Technical Innovation+12.75
Evidence Of Traction+0.00
Market Timing Relevance+9.00
Functional Completeness+0.50
Subtotal+43.25
Usefulness Multiplierx1.13
Final Score+49

Project Details

Project URL
Description
Building an alternative to insecticides is one of the most important technical challenges of our time. Most fruits and vegetables are sprayed with insecticides, including organics. The top three sprayed on these crops are toxic to the human nervous system. An estimated 35 quadrillion animals are killed yearly because of their use. And farmers lose tens of billions of dollars a year because insecticides often fail at their basic job: preventing insects from destroying crops. Monarch is developing a product that works—a spatial repellent that protects crops from insects, humans from toxins, and insects from needless harm. It will work by preventing insects from landing on crops in the first place. We’re building a genomic, molecular, and behavioral dataset from the ground up. Then applying computational chemistry and machine learning tools to predict which of the billions of potential compounds in nature trigger a ‘fly away’ signal from the olfactory neurons in the antennae to the smell center in the animal’s brain. From that unexplored data space, we’ll create the most effective products to protect crops and our long-term health.

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