Proof of Usefulness Report

MagicOps

Analysis completed on 2/18/2026

+178
Proof of Usefulness Score
Gaining Momentum

MagicOps is a verifiable AI automation agency (MagicPill Labs) offering n8n workflows and consulting. External search confirms the existence of the website, YouTube tutorials, and basic templates. However, the submission contains significant inaccuracies, such as claiming 'everyone' as the audience and stating 'most people have used my product,' which is demonstrably false. The 'marketcap: 500000' figure likely refers to unverified lifetime revenue or valuation, as it conflicts with standard financial terminology. While the business is legitimate and operates in a high-demand sector (AI automation), the poor quality of the submission and exaggerated claims severely limit the score.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+75.0
Audience Reach Impact+10.0
Technical Innovation+30.0
Evidence Of Traction+25.0
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+202.5
Usefulness Multiplierx0.88
Final Score+178

Project Details

Project URL
Description
Business growth—without extra headcount or code. Do in a day what used to take a week—thanks to AI automations.

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