A paid media channel extends organic reach by placing advertising or promotional messages in front of selected audiences. First-party data makes that reach more precise, helping tailor audiences, creative, and bidding rather than relying on generic advertising. section 7.2
Common paid media strategies include:
- Search advertising uses purchase history and website behavior to shape keyword lists and ad copy for customer segments. section 7.2
- Social advertising creates custom or lookalike audiences from demographics, interests, site visitors, or valuable-customer profiles. section 7.2
- Retargeting reconnects with visitors who viewed products or abandoned carts, while dynamic product ads personalize the products shown. section 7.2
- Campaign optimization uses conversion and post-click behavior data to refine performance and return on investment. section 7.2
Coordinated email and paid media
A company can email high-intent customers with personalized offers, then use Facebook paid media to reach people who did not respond. Shared first-party data supports cohesive messaging and measurement across both touchpoints. section 7.6.2
Figure 7.1 Marketing data pipeline
The marketing data pipeline connects GA4, Klaviyo, Adobe Analytics, and Google Ads signals in a data lakehouse for unified analysis. section 7.6.2
