Proof of Usefulness Report

White Oak Legacy Foundation

Analysis completed on 2/17/2026

+58
Proof of Usefulness Score
You're In Business

The White Oak Legacy Foundation (WOLF) presents a culturally significant project preserving American textile heritage and sustainable manufacturing. While the historical context is rich and the mission is noble, the submission relies on the legacy of the defunct White Oak plant (Levi's supplier) rather than verifiable traction for the current non-profit entity. The claims regarding audience reach ('everyone') and traction ('most people have used my product') are hyperbolic references to historical output, not current operations. The project fits the 'Minimal traction' calibration bucket due to its niche nature and lack of concrete user/revenue data in the submission.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+3.60
Technical Innovation+9.75
Evidence Of Traction+8.00
Market Timing Relevance+7.50
Functional Completeness+1.60
Subtotal+51.7
Usefulness Multiplierx1.12
Final Score+58

Project Details

Project URL
Description
White Oak Legacy Foundation is a 501(c)3 non-profit located in Greensboro, North Carolina. Proximity Manufacturing Co. is weaving denim using shuttle looms. Currently warp yarns for Proximity are dyed by Mount Vernon Mills in Georgia, but we are working to construct a small dye range to support the production. Proximity and WOLF occupy space at White Oak. The facility started in 1905, and once operated 3,000 looms and 5 indigo dye ranges. The mill produced over 4 million yards each month. In the early years the denim was all 28” or less. And none of it was wet processed. In fact, it was folded and sold in bales. White Oak was the second plant built by the Cone brothers in Greensboro. The first plant, Proximity Mill, started in 1896 and in the beginning used natural indigo from Calcutta, India in the first years. Proximity, White Oak, and Print Works were organized as Proximity Manufacturing Company. Print Works was dyeing and printing fabric, some with indigo. By the time White Oak started in 1905, Proximity Manufacturing’s three operations were using only synthetic indigo. By the 1930’s the Cone brothers and sisters were living well. The sisters in Baltimore were amassing an art collection that that included Picasso, Monet, and many others. The brothers were clothing the workers of the USA. Railroad, factory, mine workers, farmers, cowboys, and most everyone doing hard work wore the denims produced in Greensboro. From 1922 onwards, Cone was exclusive supplier of 501®️ 28” selvage denim to Levi Strauss & Company. WOLF has four main missions: LEARN - Educate those willing in the art of making denim and jeans focusing on all aspects of the supply chain. MAKE - Using learned skills build denims for long lasting jeans that have a lighter touch on the earth. CREATE - Using new technologies, build supply chain templates that can save our planet’s resources. REMEMBER - Display our history and heritage and learn from the past.

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