Proof of Usefulness Report

FreakoutAI

Analysis completed on 2/18/2026

+285
Proof of Usefulness Score
Gaining Momentum

The project 'FreakoutAI' (incorrectly labeled 'SwiftForge' in the name field, likely a template error) is a verifiable B2B 3D/AI commerce tool associated with FreakOut Holdings. While the underlying technology (Unity SDK, AI agents) and market timing are strong, the submission itself is of extremely low quality. It contains placeholder text (Audience: 'everyone'), demonstrably false traction claims ('most people have used my product'), and nonsensical financial data ('marketcap: 500000'). The email domain is valid, suggesting a legitimate internal test or low-effort entry. The score reflects the potential of the actual technology found via search, heavily penalized for the inaccurate and careless submission data.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+1.00
Technical Innovation+4.50
Evidence Of Traction+1.88
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+31.88
Usefulness Multiplierx0.89
Final Score+285

Project Details

Project URL
Description
About Us Freakout AI is transforming 3D content creation with advanced AI-powered tools. Our platform enables artists, developers, and creators to generate stunning 3D environments in seconds, using intuitive text prompts, an extensive asset library, and seamless Unity integration. Whether you’re a game developer, VFX artist, or metaverse creator, we help you bring your vision to life with ease. 🔹 VOD / Live WebGL Video Player 🔹 Generate stunning 3D scenes with AI 🔹 Access a vast asset library 🔹 Seamless Unity and WebGL integration Join us in shaping the future of 3D content creation!”

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