Proof of Usefulness Report

SmartWing AI Inc.

Analysis completed on 2/19/2026

+10
Proof of Usefulness Score
You're In Business

The submission for SmartWing AI Inc. (AncientClaw) presents significant red flags regarding credibility and traction. While evidence exists of a small AI agency by this name established in 2025, the claim that 'most people have used my product' is demonstrably false. The submission lacks technical detail ('Internet' is the only tech listed) and uses confusing metrics for revenue ('marketcap'). The project appears to be a very early-stage consultancy with poor presentation, warranting a score near the bottom of the scale.

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Score Breakdown

Real World Utility+5.00
Audience Reach Impact+1.00
Technical Innovation+0.75
Evidence Of Traction+0.00
Market Timing Relevance+3.00
Functional Completeness+0.00
Subtotal+9.75
Usefulness Multiplierx1.05
Final Score+10

Project Details

Project URL
smartwingai.ca
Description
SmartWing AI is your trusted partner in intelligent automation. We're not just AI specialists, we're the team that elevates your business to new heights by integrating tailored AI solutions that drive efficiency and growth. In a world where technology is reshaping industries, businesses that embrace AI have the opportunity to rise above the competition and secure a leading position. But only those agile enough to adapt will thrive in this evolving landscape.

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