A first-party identity graph can reconnect customer journeys that GA4, ad platforms, and cookies leave fragmented. We explain how Shopify brands can use GA4, BigQuery, and first-party data to improve attribution and give paid media the credit it actually earned.
Read MoreSmart marketers know that media planning requires a multivariate perspective to understand impact. In this guide, we break down Digital Marketing Attribution, Incrementality, and Media Mix Modeling (MMM) in plain language and show you how to use them in combination for smarter, more resilient decision-making in 2026.
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