Proof of Usefulness Report

Land O'Lakes

Analysis completed on 1/24/2026

+648
Proof of Usefulness Score
Category Standard

The submission represents Land O'Lakes, a massive US agricultural cooperative with ~$17B in revenue and 9,000+ employees. While the submission data is extremely sparse and low-effort (e.g., 'most people have used my product'), the verifiable real-world identity of the project commands a high baseline score due to immense scale, critical utility in the food supply chain, and established market dominance. The score is capped below the maximum potential for such a large entity due to the lack of specific evidence regarding the claimed 'climatetech' innovations and the poor quality of the submission response.

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Score Breakdown

Real World Utility2.5)
Audience Reach Impact2.0)
Technical Innovation1.5)
Evidence Of Traction2.5)
Market Timing Relevance1.0)
Functional Completeness0.5)
Subtotal+790
Usefulness Multiplierx0.82
Final Score+648

Project Details

Project URL
landolakesinc.com
Description
Land O'Lakes, Inc. is a member-owned cooperative that operates in the agricultural and food industries. Founded in 1921, the company is headquartered in Arden Hills, Minnesota. Land O'Lakes is known for its dairy products, particularly butter, but its operations extend beyond dairy to include animal feed, crop inputs, and agricultural services. The company is committed to innovation and sustainability, working to support farmers and rural communities while providing high-quality products to consumers. Through its various business units, Land O'Lakes plays a significant role in the food supply chain, from farm to table.

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