Proof of Usefulness Report

Meal Well

Analysis completed on 2/18/2026

+310
Proof of Usefulness Score
Certified Problem Solver

Meal Well is a functional, live mobile application offering AI-driven meal planning and grocery integration, with a polished website and App Store presence. However, the submission provided is exceptionally low quality, featuring hyperbolic and unverifiable claims (e.g., 'most people have used my product') that severely undermine credibility. While the product itself demonstrates real-world utility and market relevance, the lack of technical detail and the nonsensical traction metrics provided in the input prevent a higher score.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+30
Technical Innovation+40
Evidence Of Traction+30
Market Timing Relevance+70
Functional Completeness+10
Subtotal+200
Usefulness Multiplierx1.05
Final Score+210

Project Details

Project URL
Description
AI-based mobile application - virtual nutritionist and grocery shopping assistant

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