What data is needed for effective image personalization?

Effective image personalization relies on data like user names, locations, purchase history, browsing behavior, device type, and demographic details. You can also use real-time actions such as cart abandonment or viewed products. The richer the dataset, the more relevant the visuals. This data is typically collected through CRMs, analytics tools, or user sessions and should be organized and accessible to power automation and tailor images for each audience segment.