Proof of Usefulness Report

Social Explorer

Analysis completed on 1/30/2026

+282
Proof of Usefulness Score
Gaining Momentum

Social Explorer is a well-established (founded 2007) data visualization platform widely used in academia and government, verifying high real-world utility and traction. However, the submission itself is of very low quality, featuring hyperbolic claims ('most people have used my product') and a lack of specific metrics, which significantly impacts the confidence score. Despite the poor submission effort, the verifiable legacy and team size (50+) anchor the score in the 'Comparable Scale' range.

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Score Breakdown

Real World Utility+101.2
Audience Reach Impact+54.4
Technical Innovation+45.0
Evidence Of Traction+79.2
Market Timing Relevance+32.0
Functional Completeness+2.0
Subtotal+313.8
Usefulness Multiplierx0.90
Final Score+282

Project Details

Project URL
socialexplorer.com
Description
Social Explorer, accessible via socialexplorer.com, is a company that specializes in providing easy-to-use tools for visualizing and analyzing demographic data. The platform offers a comprehensive suite of data visualization and mapping tools that allow users to explore a wide range of social, economic, and demographic information. Social Explorer is widely used by researchers, educators, students, and policymakers to gain insights into population trends, social changes, and geographic patterns. The company is known for its extensive data library, which includes historical and current data from sources such as the U.S. Census Bureau, the American Community Survey, and other reputable organizations.

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