Proof of Usefulness Report

Sapahn

Analysis completed on 1/29/2026

+130
Proof of Usefulness Score
Gaining Momentum

Sapahn is a verifiable, established (2010) ethical fashion brand supporting Thai artisans, but the submission is heavily penalized for low-quality responses and exaggerated claims (e.g., 'most people have used my product'). As a standard e-commerce retail operation, it lacks technical innovation. While the social mission provides real-world utility, the project fits the profile of a small, niche lifestyle business rather than a scalable technology venture.

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Score Breakdown

Real World Utility+65
Audience Reach Impact+8
Technical Innovation+6
Evidence Of Traction+20
Market Timing Relevance+24
Functional Completeness+1
Subtotal+124
Usefulness Multiplierx1.05
Final Score+130

Project Details

Project URL
sapahn.com
Description
Sapahn is a socially conscious company that focuses on creating ethically made fashion accessories and handbags. The company is dedicated to empowering artisans by providing fair wages and sustainable working conditions. Sapahn collaborates with skilled artisans, primarily in Thailand, to produce high-quality, handcrafted products that blend traditional craftsmanship with contemporary design. By prioritizing transparency and ethical practices, Sapahn aims to make a positive impact on both the lives of the artisans and the fashion industry as a whole. Through their online platform, sapahn.com, customers can explore and purchase a range of unique and stylish accessories while supporting a mission-driven brand.

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