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budget-optimization Use when reallocating spend across channels/ad sets or setting guardrails to stay on plan.

Budget Optimization & Pacing Skill

When to Use

  • Weekly/monthly budget reviews.
  • Mid-flight adjustments after performance shifts.
  • Preparing reforecast scenarios for finance.

Framework

  1. Reference Plan planned vs actual spend, CPA/CPL, pipeline, ROAS.
  2. Efficiency Bands thresholds for pulling back or scaling (e.g., ±20% vs target CPA).
  3. Scenario Modeling reallocate budget to best-performing ad sets while respecting learning phase minimums.
  4. Guardrails set daily caps, alerts, and auto rules for overspend or underdelivery.

Checklist

  • Align reporting windows with attribution (24h, 7d click, 28d view if available).
  • Confirm finance approvals before large shifts.
  • Document rationale for every reallocation.
  • Update forecast + capacity plans (e.g., SDR follow-up) when pipeline mix changes.

Templates

  • Budget tracker spreadsheet (plan vs actual vs forecast).
  • Scenario calculator (impact of shifting X% spend).
  • Alert configuration guide (platform and BI tools).

Tips

  • Reserve 510% of spend for rapid experiments.
  • Keep retargeting budgets proportional to audience size to avoid fatigue.
  • Sync with lifecycle team so automation throughput can handle new volume.