Proof of Usefulness Report

TextShuttle

Analysis completed on 1/31/2026

+582
Proof of Usefulness Score
Industry Mainstay

The project 'TextShuttle' is a verifiable, high-value Swiss AI translation company with significant traction (merged with Supertext, ~$20M combined revenue, 120 employees). However, the submission itself ('GoldenStone') is of extremely poor quality, containing invalid URLs (textshuttle.aien), hyperbolic claims ('most people have used my product'), and typos. The evaluation credits the verifiable real-world success of the TextShuttle entity while applying heavy quality penalties for the submission's inaccuracy and lack of direct evidence.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+70.0
Technical Innovation+120.0
Evidence Of Traction+135.0
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+632.5
Usefulness Multiplierx0.92
Final Score+582

Project Details

Project URL
textshuttle.aien/
Description
TextShuttle is a company that specializes in providing advanced AI-driven language solutions. With a focus on natural language processing and machine translation, TextShuttle offers cutting-edge technology to help businesses and individuals overcome language barriers. Their services are designed to enhance communication and understanding across different languages, making global interactions more seamless and efficient. By leveraging artificial intelligence, TextShuttle aims to deliver high-quality, accurate translations and language tools that cater to a wide range of industries and applications.

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