Campaign Architecture Patterns Skill

When to Use

• Designing new campaigns across multiple platforms.

• Reorganizing accounts bloated with overlapping audiences or learning-phase resets.

• Planning test cells to isolate variables (audience, creative, bidding).

Framework

• Objective Alignment – match campaign objective to business KPIs + conversion events.

• Hierarchical Testing – campaign = goal, ad set = audience/bid, ad = creative variant.

• Budget Strategy – CBO vs ABO, pacing guardrails, flighting.

• Signal Quality – ensure each ad set receives enough conversions/week.

• Lifecycle Coverage – separate prospecting, retargeting, and customer expansion streams.

Templates

• Naming convention guide (Channel_CampaignGoal_Audience_TestID).

• Funnel coverage matrix (stage vs channel vs messaging).

• Test design brief (variable, hypothesis, metric, sample size, duration).

Tips

• Limit active tests to preserve learning phase stability.

• Centralize exclusions (existing customers, employees, low-LTV segments).

• Archive underperforming structures monthly to maintain account health.