Proof of Usefulness Report

MobileGPT

Analysis completed on 1/25/2026

+45
Proof of Usefulness Score
You're In Business

MobileGPT (mobile-gpt.io) is a verified WhatsApp-based AI wrapper developed in South Africa, offering document and image generation within a chat interface. While the project is functional and serves a legitimate utility in mobile-first markets, the submission itself is of extremely low quality. The claim that 'most people have used my product' is factually false and hyperbolic, and financial data is missing or nonsensical. The score reflects a functional 'minimal traction' product penalized heavily for unreliable submission data.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+3.0
Technical Innovation+6.0
Evidence Of Traction+6.0
Market Timing Relevance+6.0
Functional Completeness+0.25
Subtotal+38.75
Usefulness Multiplierx1.15
Final Score+45

Project Details

Project URL
mobile-gpt.io
Description
MobileGPT, accessible via mobile-gpt.io, is a cutting-edge technology company specializing in the integration of advanced AI language models into mobile platforms. The company focuses on enhancing mobile user experiences by providing intelligent, conversational AI solutions that can be seamlessly integrated into various mobile applications. MobileGPT aims to revolutionize the way users interact with their devices by offering personalized, context-aware, and efficient communication tools powered by the latest advancements in natural language processing. Their solutions cater to a wide range of industries, including customer service, personal productivity, and entertainment, ensuring that mobile users have access to powerful AI capabilities at their fingertips.

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