1. Account-Level vs. Campaign-Level Negative Cross-Filtering
Beyond blocking obvious non-buyers with a universal account-level negative list, multi-campaign accounts must implement cross-campaign negative sculpting. If you run both a Brand campaign and a Non-Brand Generic campaign, your exact brand terms must be added as negatives to the Non-Brand campaign so Google cannot inflate Non-Brand ROAS with cheap brand clicks.
- N-Gram Search Term Mining: Aggregate 1-word and 2-word root tokens across thousands of search terms to spot costly micro-trends that single-query filters miss.
- Competitor Login Shielding: When bidding on competitor comparison terms, always exclude 'login', 'sign in', 'status', and 'customer support'.