Proof of Usefulness Report

Moodfit SAL

Analysis completed on 1/26/2026

+35
Proof of Usefulness Score
You're In Business

Moodfit SAL is a verifiable interior design startup based in Lebanon (founded ~2015) that raised ~$400k in seed funding (2018) and provided localized services. However, the submission itself is of extremely low quality, containing demonstrably false claims (e.g., 'most people have used my product', audience 'everyone') and lacking technical detail ('technologiesUsed': ['design']). While the business has real-world history and utility in the MENA region, the discrepancy between the submission's exaggerated claims and the niche reality, combined with the potential loss of the primary domain (moodfit.com often routes to a mental health app now), results in a low score consistent with minimal verifiable current traction and poor response quality.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+2.0
Technical Innovation+1.5
Evidence Of Traction+7.5
Market Timing Relevance+4.0
Functional Completeness+0.25
Subtotal+31.5
Usefulness Multiplierx1.10
Final Score+35

Project Details

Project URL
Description
MENA's first online home design and furnishing service

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