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Model Perspective
Model Perspective
May 17, 2026 · Industry Insights

Why Men Buy Fewer Clothes: Decision Costs, Cognitive Load, and Evolutionary Factors

The article analyzes gender differences in clothing purchases by combining survey data, a decision‑cost model, evolutionary psychology, and examples from public figures, showing that men’s lower search thresholds, higher maintenance costs, and functional priorities make frequent buying less valuable.

behavioral economicscognitive loadconsumer behavior
0 likes · 10 min read
Why Men Buy Fewer Clothes: Decision Costs, Cognitive Load, and Evolutionary Factors
Digital Planet
Digital Planet
Apr 21, 2026 · Industry Insights

Why Fake Liquor Won’t Disappear: Human Demand vs Market Rules

The article examines the 2.6 billion‑yuan fake‑liquor scandal, showing how low‑cost consumer demand, fragmented distribution, and price instability keep counterfeit spirits alive, and argues that instead of futile anti‑counterfeit battles, liquor makers should focus on identifying genuine buyers, stabilizing pricing, and leveraging digital traceability.

Pricing strategyconsumer behaviordigital traceability
0 likes · 15 min read
Why Fake Liquor Won’t Disappear: Human Demand vs Market Rules
AI Info Trend
AI Info Trend
Apr 17, 2026 · Industry Insights

How CPG Leaders Can Revive Growth: Insights from McKinsey’s 2026 Report

McKinsey’s April 2026 State of Food & Beverage report reveals that traditional CPG growth models are collapsing, outlines four key consumer spending shifts, and proposes two strategic agendas—portfolio reshaping and AI‑driven productivity—to help industry leaders restore sustainable growth.

CPGFood & BeverageMarket Trends
0 likes · 9 min read
How CPG Leaders Can Revive Growth: Insights from McKinsey’s 2026 Report
Digital Planet
Digital Planet
Apr 14, 2026 · Industry Insights

Why Chinese Liquor Brands Are Shifting From Grand Banquets to Everyday Moments

The 2026 T9 round‑table and the 114th national liquor trade show revealed that leading Chinese baijiu makers are abandoning traditional hotel‑centric sales in favor of immersive, consumer‑driven small‑scene experiences, signaling a fundamental shift from large‑scale banquet marketing to fragmented, instant‑purchase consumption.

ChinaData InteroperabilityDigital Transformation
0 likes · 13 min read
Why Chinese Liquor Brands Are Shifting From Grand Banquets to Everyday Moments
Digital Planet
Digital Planet
Apr 13, 2026 · Industry Insights

Why Traditional Stockpiling Is Killing China’s Liquor Market – The Digital Turn in 2026

The first quarter of 2026 shows a paradox in China’s liquor sector where overall profits fell sharply while production rose, exposing a structural shift from channel‑driven to consumer‑driven growth, and highlighting digital transformation as the critical path for surviving the industry’s deep‑down clearing phase.

ChinaData AnalyticsDigital Transformation
0 likes · 11 min read
Why Traditional Stockpiling Is Killing China’s Liquor Market – The Digital Turn in 2026
Digital Planet
Digital Planet
Apr 8, 2026 · Industry Insights

Why Emotional Value Is Redefining the Beverage Market by 2026

The article explains how the beverage industry's growth through 2026 will be driven by emotional and social value rather than pure thirst‑quenching, with digital platforms amplifying trends, packaging diversifying for sharing and personal moments, and IP collaborations turning drinks into "social currency" that fuels premium pricing.

Emotional ValueMarket Trendsconsumer behavior
0 likes · 10 min read
Why Emotional Value Is Redefining the Beverage Market by 2026
Model Perspective
Model Perspective
Mar 26, 2026 · Industry Insights

Why Pet Daycare Costs So Much: An Economic Breakdown of China’s Pet Service Market

The article uses simple economic models to dissect China’s pet service market, estimating income elasticity, layering market size, calculating the minimal client base for high‑end pet daycares, and highlighting structural social trends that make pet consumption a quasi‑necessity rather than a novelty.

Income ElasticityPet Economyconsumer behavior
0 likes · 9 min read
Why Pet Daycare Costs So Much: An Economic Breakdown of China’s Pet Service Market
58UXD
58UXD
Apr 12, 2022 · Product Management

How Psychological Triggers Can Supercharge Online Service Conversions

This article analyzes how shifts in consumer mindset, the Fogg behavior model, and the AIDTAS marketing framework can be applied to family‑service products to identify key decision factors, enhance motivation, reduce friction, and design targeted conversion pathways that boost online conversion rates.

AIDTASFogg modelProduct Design
0 likes · 13 min read
How Psychological Triggers Can Supercharge Online Service Conversions
Alimama Tech
Alimama Tech
Nov 24, 2021 · Big Data

Consumer Behavior Analysis Models: Path, Funnel, Retention, and Lifetime Value

The article explains how brands can leverage comprehensive consumer‑behavior analysis—using path, funnel, retention, and lifetime‑value models—to integrate multi‑channel data, visualize user journeys, identify conversion bottlenecks, track ongoing engagement, and quantify revenue impact, enabling data‑driven product and marketing optimization.

Retention Analysisconsumer behaviordata analysis
0 likes · 14 min read
Consumer Behavior Analysis Models: Path, Funnel, Retention, and Lifetime Value
Qunhe Technology User Experience Design
Qunhe Technology User Experience Design
Jun 29, 2021 · Product Management

How to Master Market Segmentation for Smarter Product Strategies

This article explains the concept and origins of market segmentation, why it matters for businesses, when to apply it based on market maturity, the key demographic, psychographic and behavioral variables used, and the statistical methods—canonical correlation, clustering, and discriminant analysis—employed to create and validate effective segments.

canonical correlationcluster analysisconsumer behavior
0 likes · 12 min read
How to Master Market Segmentation for Smarter Product Strategies
58UXD
58UXD
Jun 29, 2021 · Product Management

How 58 Home Services Uncovered Cleaning Users’ Pain Points and Opportunities

This report details 58 Home Services’ comprehensive user research on cleaning service customers, covering background, objectives, qualitative and quantitative study designs, execution, and analysis of user personas, brand health, and product experience to guide product and marketing strategies.

58.comUser Researchbrand health
0 likes · 7 min read
How 58 Home Services Uncovered Cleaning Users’ Pain Points and Opportunities
Suning Technology
Suning Technology
Oct 16, 2020 · Product Management

Designing High‑Impact Comprehensive Retail Experience Stores for China’s Growing Middle Class

This report analyzes how China’s expanding middle‑class drives the rise of integrated retail experience stores, outlines consumer traits, competitive product analysis, and a phased product‑selection methodology that blends extension, modularity, and community concepts to create compelling, multi‑sensory shopping environments.

Experience StoreMiddle Classcategory management
0 likes · 13 min read
Designing High‑Impact Comprehensive Retail Experience Stores for China’s Growing Middle Class
58UXD
58UXD
Nov 27, 2019 · Product Management

Eight Distinct User Personas in China’s Lower‑Tier Markets: Insights for Product Strategy

A three‑week field study across north, west, central and south China interviewed county‑level users, applied the VALS model to segment the lower‑tier market into eight detailed personas, and revealed each group’s core traits, lifestyle, consumption habits, social influences and internet usage to guide product and marketing decisions.

User SegmentationVALS modelconsumer behavior
0 likes · 21 min read
Eight Distinct User Personas in China’s Lower‑Tier Markets: Insights for Product Strategy
JD Retail Technology
JD Retail Technology
Jan 11, 2019 · Fundamentals

2019 Southeast Asian E‑Commerce Market Trends and Outlook

The 2019 analysis by JD Technology Management Center forecasts rapid growth in Southeast Asian e‑commerce, highlighting expanding mobile commerce share, stronger electronic payment adoption, improved logistics, multi‑channel integration, rising social media influence, accelerated platform technology innovation, a growing middle class and Gen‑Z consumer base, and supportive government policies.

Market TrendsMobile CommerceSoutheast Asia
0 likes · 7 min read
2019 Southeast Asian E‑Commerce Market Trends and Outlook
Tencent Cloud Developer
Tencent Cloud Developer
May 17, 2018 · Product Management

Analysis of China's Retail Industry Development, Market Trends, and Module Recommendations

The article reviews China’s retail evolution from planned‑economy roots through e‑commerce boom to today’s O2O “new retail” era, highlighting rational online growth, offline revitalization, blurred channel boundaries, precision advertising, and recommends modules such as membership points, LBS store locating, and coupon systems via mini‑programs.

ChinaMarket TrendsMarketing
0 likes · 7 min read
Analysis of China's Retail Industry Development, Market Trends, and Module Recommendations
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 17, 2018 · Operations

How Alibaba Uses AI Models to Optimize Double 11 Consumer Benefits

Alibaba leverages multiple machine‑learning models—including spending forecasts, discount‑sensitivity, spread‑ability, category‑preference, and churn prediction—to intelligently allocate shopping vouchers and red packets during Double 11, boosting consumer engagement, merchant sales, and overall platform GMV.

consumer behaviore‑commercemachine learning
0 likes · 9 min read
How Alibaba Uses AI Models to Optimize Double 11 Consumer Benefits
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 28, 2017 · Artificial Intelligence

Can Machine Learning Predict Baby Life Stages to Boost E‑Commerce Recommendations?

This paper introduces a dynamic fusion algorithm that leverages multi‑dimensional logistic regression and rich consumer behavior features to infer infants' life stages from parental e‑commerce actions, demonstrating significant accuracy improvements over memory‑less baselines across multiple months of Taobao data.

consumer behaviordynamic fusione‑commerce
0 likes · 13 min read
Can Machine Learning Predict Baby Life Stages to Boost E‑Commerce Recommendations?
JD Retail Technology
JD Retail Technology
May 10, 2017 · Artificial Intelligence

JD Data Algorithm Competition: Solving Shopping Dilemmas with AI

The JD Data Algorithm Competition aims to help shoppers overcome decision paralysis by using advanced algorithms to match users with products they'll love, featuring diverse participants from students to professionals competing for prizes and potential real-world implementation.

Algorithm DevelopmentArtificial IntelligenceContest
0 likes · 3 min read
JD Data Algorithm Competition: Solving Shopping Dilemmas with AI
JD.com Experience Design Center
JD.com Experience Design Center
Jul 15, 2015 · Fundamentals

How Mortality Drives Consumers to Choose Domestic Brands Over Imports

The article examines psychological research showing that exposure to death cues heightens cultural worldview defense, leading people to favor national products, while evolutionary motives explain gender‑specific conspicuous consumption as a strategy to attract mates, illustrating how mortality and reproductive drives shape consumer choices.

conspicuous consumptionconsumer behaviorcultural psychology
0 likes · 8 min read
How Mortality Drives Consumers to Choose Domestic Brands Over Imports
Suning Design
Suning Design
Mar 6, 2014 · Product Management

Will Brands Die? How Digital Disruption Is Redefining Brand Strategy

The article argues that while traditional branding paths are being overturned by digital channels, brands are not dying but evolving, with companies like Google and Apple reshaping brand value through product experience, storytelling, and integration into the customer value chain.

Digital TransformationMarketing Strategybranding
0 likes · 7 min read
Will Brands Die? How Digital Disruption Is Redefining Brand Strategy