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Chris Kelly

  • Chris Kelly, CEO, Upwave
    OPINION: Data-Driven Thinking

    When The Last Click Disappears: How AI Shopping Breaks Attribution And Rejuvenates Brand-Building

    By Chris Kelly, Upwave// December 15th, 2025

    AI shopping agents are breaking the traditional attribution loop. Marketers must ensure that AI is aware of their brand and track how that awareness influences ecommerce outcomes.

    Tagged in:
    • affiliate marketing
    • AI shopping assistants
    • amazon
    • brand awareness
    • ChatGPT
    • Chris Kelly
    • customer satisfaction score
    • generative AI search
    • google analytics
    • last-click attribution
    • LLMs
    • MMM
    • multi-touch attribution
    • retargeting
    • search ads
    • Upwave

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