Proof of Usefulness Report

SAPEON

Analysis completed on 1/29/2026

+730
Proof of Usefulness Score
Category Standard

SAPEON is a verified high-value AI semiconductor entity (recently merged with Rebellions to form a ~$1B unicorn). The submission accurately cites the team size (~70-100) and historical valuation (~$378M), but the qualitative descriptions are extremely poor (listing 'construction' as technology and claiming 'everyone' has used the product). The score reflects the massive real-world utility and traction of the actual company, significantly penalized by the low quality of the submission response.

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Score Breakdown

Real World Utility+270
Audience Reach Impact+150
Technical Innovation+162
Evidence Of Traction+225
Market Timing Relevance+100
Functional Completeness+5
Subtotal+912
Usefulness Multiplierx0.8
Final Score+730

Project Details

Project URL
Description
SAPEONis in the AI Infrastructure 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