Campaign Architecture

Use when structuring paid media campaigns/ad sets to balance testing, delivery, and optimization constraints.

Published by @gtmagents·from gtmagents/gtm-agents·0 agent reads / 30d·0 saves·

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

  1. Objective Alignment – match campaign objective to business KPIs + conversion events.
  2. Hierarchical Testing – campaign = goal, ad set = audience/bid, ad = creative variant.
  3. Budget Strategy – CBO vs ABO, pacing guardrails, flighting.
  4. Signal Quality – ensure each ad set receives enough conversions/week.
  5. 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.

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