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Audit checks / G-ANM-01

Spend or conversions out of their usual range

Comparing Tuesday with past Tuesdays takes the weekly shape out of the question. A day outside three standard deviations has usually got a cause worth a look: a budget edit, a broken tag, a competitor leaving.

Fires when
The last complete day's spend, or conversions 2 days back, falls outside the mean of up to 26 same weekdays by more than 3.0 standard deviations.
What to do
Alert.
How the impact is estimated
risk = the day's distance from its weekday's mean, normalized to 30 days if it continued
Platform
Google Ads
Severity
high
Looks back
182 days
Default thresholds (a workspace can change them)
  • conv_lag_days: 2
  • floor_share: 0.1
  • k: 3
  • min_daily_conversions: 5
  • min_samples: 8
  • samples: 26
Stays silent below
  • min_daily_conversions a day for the conversion side
  • min_samples same weekdays
Autopilot
Never applied automatically.

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