Proof of Usefulness Report

scoutlabs

Analysis completed on 2/2/2026

+279

Proof of Usefulness Score

Gaining Momentum

The project 'ScoutLabs' appears to be a legitimate, high-utility AgTech startup (verified via URL) focusing on AI-driven pest monitoring. However, the submission itself is of extremely poor quality, containing false claims about audience reach ('everyone') and traction ('most people'). The score reflects the strong real-world utility and market timing of the underlying technology, heavily penalized for the lack of credible evidence and professionalism in the submission response.

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Score Breakdown

Real World Utility+150.4

Audience Reach Impact+10.0

Technical Innovation+45.0

Evidence Of Traction+15.0

Market Timing Relevance+85.0

Functional Completeness+5.0

Subtotal+310.4

Usefulness Multiplierx0.9

Final Score+279

Project Details

Project URL

https://www.scoutlabs.ag/

Description

We're building the world's densest digital trap network to accurately gauge insect pest pressure. This helps millions of farmers in precisely combating crop-eating insects, accelerating a transition to more sustainable methods. Good for the farmer, the environment and for our food security

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