Proof of Usefulness Report

Monolith AI

Analysis completed on 2/8/2026

+2
Proof of Usefulness Score
You're In Business

The submission appears to be a low-quality or automated entry for a domain name sale ('monolith.ai') rather than a functional technology project. While 'Monolith AI' is a legitimate UK-based engineering AI firm (monolithai.com), the submitted description explicitly states the domain is for sale, and the Project Name 'SwiftShade' appears unrelated (likely a typo for Google's SwiftShader). The metrics (125 team, 17M market cap) seem copied from the real Monolith AI company, while the traction claim ('most people have used my product') is demonstrably false. The submission is incoherent and lacks verifiable utility as a project.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction+0.0
Market Timing Relevance+10.0
Functional Completeness+0.0
Subtotal+2.25
Usefulness Multiplierx0.95
Final Score+2

Project Details

Project URL
Description
The domain name monolith.ai is for sale. Make an offer or buy it now at a set price.

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