Proof of Usefulness Report

Yimian

Analysis completed on 3/22/2026

+612

Proof of Usefulness Score

Category Standard

Yimian is an established, AI-powered data analytics company under Ascential with a significant team size (350) and verified industry presence. While the core business exhibits strong real-world utility and B2B market relevance, the submission itself contained exaggerated or vague inputs ('most people have used my product', 'everyone' for audience reach), which negatively impacted response quality and reach multipliers.

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Score Breakdown

Real World Utility+255

Audience Reach Impact+112

Technical Innovation+112.5

Evidence Of Traction+150

Market Timing Relevance+80

Functional Completeness+10

Subtotal+719.5

Usefulness Multiplierx0.85

Final Score+612

Project Details

Project URL

yimian.io

Description

Yimian An Ascential Company is a leading AI-powered data analytics company based in Shenzhen, China, founded in 2014. We transform data into actionable business insights, using data to drive business transformation. To achieve this, we quantify market trends and customer voices throught technology experts in data fusion, natural language processing (NLP), and machine learning. We are widely recognized by hundred of the world's leading brands in personal care, makeup, F&B, pet and automotive. We helped them solve problems in market entry, launch & promotion, sales & campaign, and customer care. In addition, our "Data Iceberg" on Zhihu.com has become the No.1 data science column with a following of 200K+ data enthusiasts.

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