Keep a simple acquisition core without losing customer controls
This audit examines the limits of putting every ad and customer group into one campaign. The alternative keeps a competitive prospecting structure while making acquisition, retargeting, and retention spend easier to understand.
Inspect the audience mix behind the ROAS
The example begins with strong headline results, then breaks out new, engaged, and existing customers. Review that spending distribution before deciding the account has room to scale. A campaign average does not show which customer groups are receiving the additional budget.
Read attribution and frequency together
The video adds an incremental comparison and examines impressions relative to reach. Those views help investigate whether repeated exposure to familiar customers is supporting the reported return. Keep the lookback period and customer group clear when reading frequency.
Give retargeting and retention distinct roles
Retention serves previous purchasers. Retargeting reaches defined engaged groups while excluding purchasers in this setup. Clear inclusions and exclusions make those jobs easier to evaluate, even though audience matching will not be perfect.
Keep creative testing inside the prospecting system
New creative launches as a new pack under the prospecting CBO. This preserves an identifiable group while allowing established and new ads to compete for budget. The structure aims to retain useful simplicity without making every account decision an all-or-nothing campaign change.
