Round 1 Winners!
Proof of Usefulness Report

Visibu

Analysis completed on 3/11/2026

+8.39
Proof of Usefulness Score
You're In Business

The submission provides highly exaggerated and unsubstantiated claims, asserting the audience is 'everyone' and that 'most people have used my product', which is completely implausible without verifiable evidence. There are zero details regarding actual active users or standard revenue, instead offering only a vague 'marketcap' figure of 500,000. While the theoretical concept of AI and visual semiotics in market research has utility, the total absence of technical substance, incredibly poor response quality, and lack of verifiable traction warrant a near-zero score reflecting minimal credibility.

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Score Breakdown

Real World Utility+3.75
Audience Reach Impact+1.00
Technical Innovation+2.25
Evidence Of Traction+0.625
Market Timing Relevance+2.00
Functional Completeness+0.25
Subtotal+9.875
Usefulness Multiplierx0.85
Final Score+8

Project Details

Project URL
Description
Visibu is a digital intelligence and market research startup that provides products & services to brands. Visibu offers analytics tools which provide content performance & creation insights backed by AI and visual semiotics. Join us on a journey to change the way the world sees

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