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How to Use AI for Marketing Attribution (So You Know What’s Actually Working)

A practical guide to using AI for marketing attribution: how AI-driven models differ from last-click, which tools (Google, Meta, GA4, HubSpot, Triple Whale, Northbeam) actually do this well, how to use ChatGPT or Claude to interpret your exported reports, and the honest limitations you need to know before you reallocate a dollar of budget.

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