Proof of Usefulness Report

Dollar General

Analysis completed on 1/19/2026

+708
Proof of Usefulness Score
Category Standard

Dollar General is a verified retail giant with massive real-world utility and traction, evidenced by $38B+ annual revenue and ~19,000 stores. While the project scores nearly perfect on utility, reach, and traction due to its established market dominance, the submission itself was low-effort (vague claims like 'everyone') and the project lacks significant technical innovation typical of high-scoring tech entries. The score reflects its status as an economic powerhouse, adjusted for the non-technical nature and poor submission quality.

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Score Breakdown

Real World Utility+237
Audience Reach Impact+200
Technical Innovation+37
Evidence Of Traction+250
Market Timing Relevance+85
Functional Completeness+2
Subtotal+812
Usefulness Multiplierx0.87
Final Score+708

Project Details

Project URL
dollargeneral.com
Description
Dollar General is a well-established American retail chain that operates a variety of stores across the United States. Known for its commitment to providing customers with convenient and affordable shopping options, Dollar General offers a wide range of products, including household essentials, groceries, health and beauty aids, cleaning supplies, basic apparel, and seasonal items. The company focuses on serving rural and suburban communities, often in locations that are underserved by larger retailers. With a mission to make shopping simple and cost-effective, Dollar General emphasizes value and convenience, catering to budget-conscious consumers. The company is headquartered in Goodlettsville, Tennessee, and has grown to become one of the largest discount retailers in the country.
Audience Reach
everyone
Target Users
everyone
Technologies
Consumer Goods, Ecommerce, Fashion
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