
Xin Ou
Research expert covering Greater China

Detailed statistics
E-commerce revenue worldwide 2017-2030, by segment

Detailed statistics
Penetration rate of e-commerce in the United States 2017-2029

Detailed statistics
Global online shopper per visit spend 2025, by category

Consumer opinion towards online shopping in India 2023, by generation
Consumer opinion towards online shopping in India in 2023, by generation

Gen Alpha parents letting children shop online independently in the U.S. 2024
Share of Generation Alpha parents letting their children shop online independently in the U.S. in 2024

Online shoppers In the United States 2025, by generation
Share of online shoppers in the United States in the 1st quarter 2025, by generation

Frequency of online shopping in Japan 2025
Frequency of shopping online in Japan as of June 2025

Top product categories bought by Gen Alpha in the U.S. 2025
Leading product categories purchased by Generation Alpha in the United States in 2025

Return rate of online retail shopping in selected countries 2019-2023
Return rate of online retail shopping in selected countries in 2019 and 2023

Online shopping market retail sales volume in China 2015-2024
Retail sales volume of China's online shopping market from 2015 to 2024 (in trillion yuan)

European e-shoppers online purchase frequency 2024, by product category
Online shopping frequency among digital buyers in Europe in 2024, by type of product

Attitudes towards online shopping among Chinese Zoomers 2025
Attitudes towards online shopping among consumers from the Generation Z in China as of September 2025

Main changes in online shopping behavior in Western European countries 2023
Main changes in online shopping behavior in selected Western European countries in 2023

Generation Z favorite online shopping product categories worldwide 2024, by country
Favorite product categories among Generation Z online shoppers in selected countries in 2024, by country

Frequency of online shopping in Mexico 2024
Frequency of online shopping in Mexico in 2024

E-commerce holiday season revenue in the U.S. 2020-2025, by shopping day
Holiday season retail e-commerce revenue in the United States from 2020 to 2025, by online shopping day (in billion U.S. dollars)

Number of digital grocery shopping activity days Singapore 2023, by generation
Number of digital activity days on online grocery shopping among consumers in Singapore in 2023, by generation

Frequency of online grocery shopping among consumers Australia 2025
Frequency of online grocery shopping among consumers in Australia in the 12 months to July 2025

Frequency of online non-grocery shopping among consumers Australia 2025
Frequency of online non-grocery shopping among consumers in Australia in the 12 months to July 2025

Online buyers during El Buen Fin in Mexico 2024, by repeat purchase behavior
Share of digital buyers during El Buen Fin in Mexico in 2024, by repeat purchase behavior

Frequency of online grocery shopping among consumers New Zealand 2025
Frequency of online grocery shopping among consumers in New Zealand in the 12 months to July 2025

Frequency of elderly consumers shopping online in Japan 2025
Frequency of senior consumers shopping online in Japan as of February 2025

Common online shopping habits in Japan 2024
Most common consumer habits in online shopping in Japan as of December 2024

Share of weekly online shopping activities in Ghana Q3 2024, by type
Share of weekly online shopping activities in Ghana in 3rd quarter 2024, by type

Buyers expecting GenAI to change online shopping in U.S. and UK 2024, by generation
Share of shoppers expecting generative artificial intelligence (GenAI) to change how they shop online in the United States and the United Kingdom in 2024, by generation

Interest in AI during the shopping process worldwide 2024, by generation
Share of consumers interested in artificial intelligence (AI) during the shopping process worldwide in 2024, by generation

Consumers using AI assistants or ChatGPT when shopping online 2025, by generation
Consumers using AI assistants or ChatGPT when shopping online in 2025, by generation

Informal online shopping as a share of total e-commerce in Chile 2020-2024
Informal e-commerce transactions as a percentage of total online transactions in Chile from 1st quarter 2020 to 4th quarter 2024

Online shoppers' return preferences worldwide 2025, by generation
Online shoppers' return preferences of orders worldwide in 2025, by generation

Online shoppers' delivery preferences worldwide 2025, by generation
Online shoppers' delivery preferences of orders worldwide in 2025, by generation

Major factors influencing online shopping behavior in Japan 2024
Leading factors influencing online purchases in Japan as of February 2024

Most common problems when shopping online in Poland 2023-2025
Most common problems when shopping online in Poland from 2023 to 2025

Reasons for using chatbots and AI tools when shopping online in Poland 2025
Reasons for using chatbots and AI tools when shopping online in Poland in 2025

Weekly online shopping activity UAE 2024
Weekly online shopping activity in the United Arab Emirates as of 3rd quarter 2024

Weekly online shopping activities in Portugal Q3 2024
Weekly online shopping activities in Portugal in 3rd quarter 2024

Online shopping activities among internet users in Israel Q3 2024, by type
Share of people who engaged in weekly e-commerce activities in Israel in the 3rd quarter of 2024, by type of activity

Online and offline purchases from influencers in the U.S. 2024, by generation
Share of consumers making online and offline purchases from content creators in the United States in 2024, by generation

Online shopping frequency in Denmark 2025
Share of consumers shopping online in Denmark in 2025, by frequency

Parcel vending machines chosen most often when shopping online in Poland 2024-2025
Parcel vending machines chosen most often when shopping online in Poland from 2024 to 2025

Forms of goods delivery to motivate online shopping in Poland 2025
Forms of goods delivery to motivate online shopping in Poland in 2025

Experiences with chatbots and AI assistants during online shopping in Poland 2025
Evaluation of experiences with chatbots and AI assistants during online shopping in Poland in 2025

AI tools used during online shopping in Poland 2025
AI tools used during online shopping in Poland in 2025

Share of consumers using chatbots and AI tools when shopping online in Poland 2025
Share of consumers using chatbots and AI tools when shopping online in Poland in 2025

Average monthly spending on online shopping in Poland 2023-2025
Average monthly spending on online shopping in Poland from 2023 to 2025 (in zloty)

Weekly online shopping activities in Morocco 2024
Percentage of internet users who engaged in selected e-commerce activities each week in Morocco as of 3rd quarter 2024

Average monthly spending on online shopping in Poland 2023-2025, by product category
Average monthly spending on online shopping in Poland from 2023 to 2025, by product category (in zloty)

AI use for holiday shopping by generation in the U.S. 2025, by generation
Use of Artificial Intelligence (AI) in holiday shopping in the United States in 2025, by generation

Consumers using generative AI for shopping in the United States 2025, by generation
Share of consumers using generative artificial intelligence (AI) for shopping in the United States in 2025, by generation

Weekly online shopping activities of internet users in the United States 2024
Share of internet users who participated in weekly online shopping activities in the United States in 2024

Penetration rate of online shopping in China 2014-2025
Penetration rate of online shopping in China from 2014 to June 2025

Cryptocurrency payment acceptance among e-commerce merchants in 2024, by region
Share of e-commerce merchants worldwide that accept cryptocurrency for digital payments in November 2024, by region and merchant size

Platforms used for online shopping inspiration or research in the U.S. 2025
Platforms used by e-buyers for online shopping inspiration or research in the United States in 2025

Leading e-commerce for Ramadan shopping Indonesia 2024, by generation
Most popular e-commerce platforms for Ramadan shopping in Indonesia as of January 2024, by generation

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