Proof of Usefulness Report

Cognitiva

Analysis completed on 3/12/2026

+34.2

Proof of Usefulness Score

You're In Business

Perceptbox (Cognitiva) presents a valid real-world utility in predictive AI visual analytics. However, the submission is heavily compromised by incomplete data and completely unsubstantiated, exaggerated claims (e.g., 'most people have used my product', 'audience reach: everyone'). Without verifiable evidence of traction, active users, or clear revenue figures, the project scores in the minimal traction tier.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+1.0

Technical Innovation+9.0

Evidence Of Traction+1.25

Market Timing Relevance+7.0

Functional Completeness+0.25

Subtotal+36

Usefulness Multiplierx0.95

Final Score+34

Project Details

Project URL

perceptbox.io

Description

Perceptbox is a visual content analytics platform that enables to effectively foresee human's attention and attraction. It simulates human vision during the first few seconds of exposure to visuals, and creates an eye-tracking heatmap based on an AI algorithms that predicts what a real human would be most likely to look at. Perceptbox can identify which elements of visual content are being looked at and which are being ignored.

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