Ops Playbooks

Ad Spend Anomaly Automation Checklist

A free checklist for automating ad spend, CPA, ROAS, conversion drop, and budget leak alerts without letting automation change budgets directly.

What this checklist solves

Marketing automation becomes risky when it changes budgets before a human understands what moved. This checklist defines the safer first version: detect unusual spend, CPA, ROAS, CPC, CPM, or conversion changes and send a clear review alert.

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Automation map

Layer	What to define
Data source	Meta Ads export, Google Ads export, TikTok Ads export, daily Google Sheet report, connector sheet, or manual CSV upload.
Metrics	Daily spend, CPA, ROAS, CPC, CPM, conversion count, and click-through rate.
Baseline rules	Seven-day average, same weekday comparison, minimum spend floor, minimum conversion floor, percent-change threshold, and hard daily limit.
Alert payload	Platform, campaign, date range, metric, current value, baseline value, percent change, spend amount, report link, and suggested review action.
Failure paths	Missing report data, multi-currency rows, tiny-spend noise, connector delay, and stale campaign names.

Best-fit use cases

Use it for ad spend anomaly alerts, ecommerce marketing operations, agency reporting, paid acquisition dashboards, and budget leak detection workflows.

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