Proof of Usefulness Report
Width.ai
Analysis completed on 3/21/2026
+28
Proof of Usefulness Score
You're In Business
Width.ai presents a valid B2B AI consulting service with high market relevance, but the submission is marred by highly exaggerated claims ('most people have used my product', 'everyone'). The lack of verifiable software innovation and unclear financial metrics ('marketcap: 500000') resulted in heavy quality factor penalties.
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Score Breakdown
Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+1.25
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+29.5
Usefulness Multiplierx0.95
Final Score+28
Project Details
Project URL
Description
Width.ai consults on and builds machine learning and data science software solutions for businesses looking to move their company past competitors with ML & Ai. Automate huge chunks of company workflow, improve product capabilities and intelligence, or create your next Ai based software solution.
Width.ai implements custom software solutions built just for you with clear-cut ROI you can't hide.
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