Individual skill

paid-acquisition-audit

Audits paid acquisition channels for wasted spend and untapped scaling headroom - computing break-even ROAS from gross margin, flagging creative fatigue and saturation, and producing a ranked action list with a dollar impact per item. Use when someone asks "where is my ad budget being wasted", "should I scale this campaign", "why did ROAS drop", or is preparing a budget review or planning to increase paid spend. Do NOT use for designing new creative experiments - use ad-creative-testing instead; for assigning cross-channel conversion credit, use marketing-attribution.

skills/paid-acquisition-audit/SKILL.md

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# Paid Acquisition Audit

A paid acquisition audit surfaces where money is bleeding and where the ceiling on profitable spend has not been reached yet. The costly mistake it prevents is acting on blended numbers: a "healthy" account average routinely hides campaigns burning cash below break-even next to starved winners that could absorb double the budget. The output is a ranked action list with a dollar impact per item - never a general report.

## Operating procedure

Work the steps in order. Break-even math (Step 2) must precede waste hunting (Step 3), because "waste" is undefined until the break-even line is drawn for this specific business.

### Step 1: Gather inputs

Collect before forming any opinion. Label any estimate a guess and revisit it in the findings.

1. Gross margin on the product sold through ads. This sets break-even ROAS. If unknown, default to 60% for DTC ecommerce or 80% for SaaS and label it a guess.
2. A 90-day export of spend, impressions, clicks, conversions, and revenue, broken down by channel, campaign, ad set, and ad. Never audit fewer than 30 days - short windows hide weekly patterns.