Personalization Engines in US Retail: Beyond Product Recommendations

It’s More Than Just ‘You Might Also Like’

US consumers expect E-Commerce sites to know them. Basic product recommendations are table stakes. True **personalization** now involves the entire customer journey.

What’s Next?

  • 1:1 Page Content: AI tools can dynamically change the homepage banners, product descriptions, and even navigation based on browsing history and real-time intent.
  • Personalized Search Results: If a user frequently buys organic products, search results for ‘milk’ should prioritize organic options.
  • Geo-Specific Offers: Personalize shipping offers or highlight local store pickup based on the user’s IP address.

The Data Fuel

This level of personalization requires a robust Customer Data Platform (CDP) to unify data from all touchpoints – web, mobile, email, and even in-store.

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