Proof of Usefulness Report

Canvs AI

Analysis completed on 2/14/2026

+562
Proof of Usefulness Score
Industry Mainstay

Canvs AI is a verified, high-value B2B SaaS platform backed by approximately $29M in funding (Series B) and used by major enterprises like Disney and Netflix. The project demonstrates exceptional real-world utility and technical innovation in the field of Emotion AI and text analytics. However, the submission itself was of extremely poor quality, containing factually incorrect claims (e.g., 'most people have used my product', 'marketcap 17000000') and lazy descriptions. The score reflects the high intrinsic value and proven traction of the company, significantly penalized by the low quality and reliability of the submitted data.

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Score Breakdown

Real World Utility+220.0
Audience Reach Impact+72.0
Technical Innovation+98.4
Evidence Of Traction+127.5
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+610.4
Usefulness Multiplierx0.92
Final Score+562

Project Details

Project URL
Description
Canvs helps brands understand what their customers are saying—and what to do about it. Powered by AI, Canvs sifts through thousands of open-ended survey responses, reviews, comments, and conversations to quickly surface the themes, trends, emotions, issues, and ideas that matter most.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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