Proof of Usefulness Report

Scena.ai

Analysis completed on 1/29/2026

+370
Proof of Usefulness Score
Certified Problem Solver

Scena.ai is a verified, high-utility B2B platform offering interactive video and AI agent solutions, with impressive enterprise clients (e.g., Mercedes-Benz, Coca-Cola) identified through external search. However, the project submission itself was of exceptionally low quality, containing false claims ('everyone' as audience, 'most people' as traction) and missing critical data. The score reflects the strong underlying product utility and innovation, heavily penalized by the lack of provided evidence and poor submission quality.

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Score Breakdown

Real World Utility+60.0
Audience Reach Impact+10.0
Technical Innovation+85.0
Evidence Of Traction+20.0
Market Timing Relevance+85.0
Functional Completeness+5.0
Subtotal435 (Weighted Sum of Metric Points)
Usefulness Multiplierx0.85
Final Score+370

Project Details

Project URL
Description
Scena.aiis in the Customer Service Software Industry

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