Proof of Usefulness Report

Fireflai

Analysis completed on 1/21/2026

-45
Proof of Usefulness Score
Lab Mode

The submission appears to be a hallucination or a highly incoherent entry containing conflicting data. The project name 'Fireflai' and the listed business type ('AI-powered product data enrichment') correspond to a real, venture-backed B2B data company (fireflai.ai). However, the submission URL (fireflai.co) is unverified, and the project description claims it is a 'serious game for mental health' named 'FrostStorm', for which no evidence exists. The traction claim ('most people have used my product') is demonstrably false and hyperbolic. Due to these critical integrity issues and lack of verifiable existence for the described game, the project receives a negative score.

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Score Breakdown

Real World Utility+0
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+10
Functional Completeness+0
Subtotal-45
Usefulness Multiplierx1
Final Score-45

Project Details

Project URL
Description
Fireflai is a unique serious game for mental health promotion, combining digital health interventions, positive psychology and gamification in a non-therapeutic environment.

Algorithm Insights

Market Position
Early stage requiring focused development
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