Cost per acquisition rarely spikes overnight. It creeps — little by little — as campaign structure decays, search terms broaden, and bidding runs on autopilot without clear guardrails. This article breaks down the 90-day process we use to reverse that trend.
Audit campaign structure
Start with the account map. Separate brand and non-brand, group products by margin, and ensure every ad group has uniform intent. A clean account produces cleaner conversion signals — and Smart Bidding is only as good as the data you feed it.
“High CPA is almost always a symptom of broken structure, not wrong bidding.”
Once structure is clean, run a two-week negative keyword sprint. Review the search term report daily and cut irrelevant queries. On one account, this step alone eliminated 22% of wasted spend before we touched bidding at all.
The 90-day bidding strategy
Only in this phase do we change bidding strategy. Start with Maximize Conversions at a loose tCPA cap, collect at least 30 conversions per campaign, then tighten targets gradually every 7–10 days. Patience early prevents the algorithm from over-correcting.
Measuring impact on profit
A lower CPA doesn’t always mean higher profit. Track AOV and product margin per campaign. We always build a dashboard that connects CPA to profit per customer — not just acquisition cost.
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