Proof of Usefulness Report

Arisaka

Analysis completed on 1/23/2026

-100
Proof of Usefulness Score
Lab Mode

CRITICAL RED FLAG: Identity Mismatch and Fabrication. The project submission claims to be a 'Tunisia-based AI company' named Arisaka (project 'WhisperSpirit'), but the provided URL (arisakadefense.com) belongs to a well-established US-based tactical firearm accessory manufacturer. The contact email uses this unrelated domain, indicating impersonation. Claims of 'most people have used my product' and 'all time marketcap: 500000' are incoherent and factually false. No evidence exists for the described AI project. The submission is assessed as spam or a hallucination.

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Score Breakdown

Real World Utility+0
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+0
Functional Completeness+0
Subtotal+0
Usefulness Multiplierx1
Final Score-100

Project Details

Description
A Tunisia-based, remote-first company specializing in building AI agents that redefine the future of SaaS.

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