Shopper Identification

Answer

Liam Millward discusses how AI-driven personalization and shopper identification are reshaping e-commerce marketing and retention.

Source: S16 E9: Why DTC Brands Need AI-Driven Personalization (with Liam Millward, Co-founder and CEO at Instant) on Limited Supply.

Top episodes

1. 1. S16 E9: Why DTC Brands Need AI-Driven Personalization (with Liam Millward, Co-founder and CEO at Instant)

   Limited Supply

   Liam Millward discusses how AI-driven personalization and shopper identification are reshaping e-commerce marketing and retention.

2. 2. S11 E12: Unlocking Revenue and Scaling a Startup (with Liam Millward, CEO + Co-founder at Instant)

   Limited Supply

   Liam Millward explains how express checkout identification and low-friction email capture unlock revenue for scaling startups.

3. 3. First Look: 2025 BFCM Numbers Are In

   Future Commerce

   Adyen's Holly Worst analyzes 2025 BFCM data, highlighting the ability to recognize 97% of shoppers across global markets.

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