Proof of Usefulness Report

vase.ai

Analysis completed on 2/1/2026

+395
Proof of Usefulness Score
Certified Problem Solver

Vase.ai is a legitimate and established market research platform in Southeast Asia (Malaysia) with significant traction (250+ enterprise clients, 3.6M consumer panel, 7-figure funding). However, the project submission itself was of extremely poor quality, containing exaggerated claims ('most people have used my product', 'audience: everyone') and lacking verified data. While external analysis confirms the project's robust real-world utility and comparable scale to established tech brands, the score is heavily penalized by the lack of credible evidence provided in the input.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+5.0
Technical Innovation+7.8
Evidence Of Traction+9.4
Market Timing Relevance+7.5
Functional Completeness+0.5
Subtotal+50.2
Usefulness Multiplierx0.79
Final Score+395

Project Details

Project URL
Description
Our product, Every, delivers consumer insights within hours, empowering companies with data that improves marketing and product development initiatives.\n\nA bulk of our customers are from the marketing department with a fair share of people from the research / insights department

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