
Xin Ou
Research expert covering Greater China

Detailed statistics
Online channels consumers use in the purchase process 2024

Detailed statistics
People researching online before major purchases in selected countries worldwide 2025

Detailed statistics
Top products categories consumer research the most through UGC worldwide 2024

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

Main online channels used for product research before a purchase in Mexico 2024
Most used online channels for product and service research before a purchase in Mexico in 2024

Main online platforms for product research in the U.S. 2024
Leading online platforms for product research in the United States in 2nd quarter 2024

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

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

Millennials' favorite online shopping product categories worldwide 2024, by country
Favorite product categories among Millennial online shoppers in selected countries in 2024

U.S. platforms used for online shopping inspiration or research 2024, by age group
Platforms used by online shoppers in the United States for online shopping inspiration or research as of September 2024, by age group

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)

Share of consumers who bought mainly online in Italy 2025, by product category
Share of consumers who used online as their main shopping channel in Italy in 2025, by product category

Share of consumers who bought mainly online in Germany 2025, by product category
Share of consumers who used online as their main shopping channel in Germany in 2025, by product category

Share of consumers who bought mainly online in the UK 2025, by product category
Share of consumers who used online as their main shopping channel in the United Kingdom in 2025, by product category

Share of consumers who bought mainly online in Denmark 2025, by product category
Share of consumers who used online as their main shopping channel in Denmark in 2025, by product category

Share of consumers who bought mainly online in Europe 2025, by product category
Share of consumers in selected European countries who used online as their main shopping channel in 2025, by product category

Share of consumers who bought mainly online in France 2025, by product category
Share of consumers who used online as their main shopping channel in France in 2025, by product category

Share of consumers who bought mainly online in Spain 2025, by product category
Share of consumers who used online as their main shopping channel in Spain in 2025, by product category

Leading cross-border online shopping product categories 2024
Most popular cross-border online shopping product categories worldwide in 2024

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

Top online destinations for luxury product searches worldwide 2025
Leading online sources for luxury product search worldwide in 2025

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

Shoppers expecting two-day deliveries of online purchases in Europe 2025, by category
Share of consumers expecting two-day deliveries of online purchases in selected European countries in 2025, by product category

E-buyers' preferred research channels of selected product categories in the US 2024
Shoppers' preferred research channels of selected product categories in the United States in 2024

Share of consumers mainly researching products online in Italy 2025, by category
Share of consumers mainly browsing, researching, and looking for inspiration online on what to buy in Italy 2025, by product category

Share of consumers mainly researching products online in the UK 2025, by category
Share of consumers mainly browsing, researching, and looking for inspiration online on what to buy in the United Kingdom in 2025, by product category

Share of consumers mainly researching products online in Spain 2025, by category
Share of consumers mainly browsing, researching, and looking for inspiration online on what to buy in Spain 2025, by product category

Share of consumers mainly researching products online in Germany 2025, by category
Share of consumers mainly browsing, researching, and looking for inspiration online on what to buy in Germany 2025, by product category

Gen Z online shopping in Italy 2024, by product category
Favorite product categories among Gen Z online shoppers in Italy in 2024

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

Most popular online shopping categories in Poland 2023-2025
Most popular products e-shoppers buy online in Poland from 2023 to 2025

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)

E-shoppers passing the first page of results while product searching in N.A. 2024
Share of online shoppers who pass the first page of results on an e-commerce site when researching a product in the United States and Canada in 2024, by frequency

Top sources to search for household products online worldwide 2025
Leading online sources for household product search worldwide in 2025

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

Weekly online shopping activity Saudi Arabia Q3 2024
Weekly online shopping activity in Saudi Arabia as of the 3rd quarter of 2024

Online shopping frequency in Argentina 2024
Frequency of online shopping in Argentina in 2024

Buyers using online during the shopping process in France 2024, by product category
Share of consumers going online during the shopping process in France in 2024, by product category

Average online shopping cart value in Turkey 2024, by category
Average value of online shopping cart in Turkey in 2024, by product category (in Turkish lira)

Top online sources for luxury products inspiration worldwide 2025
Leading online sources for luxury product inspiration worldwide in 2025

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

Top sources to search for beauty products online worldwide 2025
Leading online sources for beauty product search worldwide in 2025

Content searched online while in-store by online shoppers in the U.S. and Canada 2024
Content types searched online while in-store by online shoppers in the United States and Canada 2024

Main online platforms for product and brand discovery in the U.S. and the UK 2024
Leading online platforms for product and brand discovery in the United States and the United Kingdom in 2024

Preferred promotions and deals for e-buyers during holiday shopping in the U.S. 2025
Online buyers' preferred deals and promotions for holiday shopping in the United States in 2025

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

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

Online orders' expected delivery days without extra cost in Germany 2025, by category
Expected days of delivery of online purchases at normal delivery cost in Germany 2025, by product category

Online orders' expected delivery days without extra cost in Spain 2025, by category
Expected days of delivery of online purchases at normal delivery cost in Spain 2025, by product category

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

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

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

Preferred devices for online shopping in Chile 2024
Preferred online shopping devices across Chile in 2024

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