Search is still the account.

Structure: discovery and proven lanes

The modern version of Alpha/Beta separates two jobs. A discovery lane uses broader matching with tight budget caps and heavy negative coverage; its purpose is to find queries, not to carry the account. A proven lane holds the terms with established economics, gets its own budget, and is bid to value.

The separation matters because it makes incrementality visible. When discovery and proven traffic share a campaign, a rising blended CPA tells you nothing about which side moved.

Negative keyword discipline

• Weekly query review with automated candidate surfacing from X-Vault.
• Shared negative lists maintained at account level, with campaign-level exceptions documented.
• Brand and non-brand kept strictly separate so brand efficiency cannot flatter non-brand performance.
• Competitor and research-intent terms isolated rather than blanket-excluded, so early-funnel value is measured instead of assumed.

Bidding to revenue

Smart Bidding is only as good as the signal it receives. Before touching a bid strategy we verify conversion definitions, remove duplicates and double counts, and confirm that values reflect margin rather than order total where the business cares about contribution.

For lead-gen accounts that means offline conversion import from the CRM, so the platform learns from qualified opportunities and closed revenue instead of raw form fills.

Ad copy and landing continuity

• RSA asset coverage tested deliberately, with pinning used only where compliance requires it.
• Message continuity from query to headline to landing page, checked as one path rather than three separate assets.
• A running test backlog with expected impact, so testing does not stall behind whichever idea is loudest.