Proof of Usefulness Report

Awdisea

Analysis completed on 3/9/2026

+17

Proof of Usefulness Score

You're In Business

Awdisea proposes a practical tool for the creator economy, but the submission is compromised by highly exaggerated and unverifiable claims (e.g., 'most people have used my product', 'everyone' as the target audience). The absence of concrete data on active users, revenue, and custom technology results in a minimum quality factor multiplier (0.5) across all criteria.

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Score Breakdown

Real World Utility+7.5

Audience Reach Impact+0.5

Technical Innovation+3.75

Evidence Of Traction+0.625

Market Timing Relevance+3.0

Functional Completeness+0.25

Subtotal+15.625

Usefulness Multiplierx1.1

Final Score+17

Project Details

Project URL

awdisea.com

Description

Awdisea is a startup that specializes in providing an AI tool that helps YouTubers assess how viable a video might be before actually committing to producing it. Through the use of AI, Awdisea is able to determine with a degree of accuracy how many views a video will get based on a thumbnail, title and other parameters. The more information Awdisea has, the more accurate the prediction. with the lowest accuracy around 65% when given only a thumbnail and title, and reaching around 80% when provided more data.

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