Automation
Update

Alerts and anomaly detection across eight platforms

TL;DR

Monitoring that doesn't depend on anyone remembering to look. Threshold rules fire on conditions you define; statistical anomaly detection catches the things you didn't think to define a rule for. Both run on a schedule, dedupe so the same anomaly doesn't email you daily, and cover the platforms you actually run.

What shipped

  • Threshold alert rules — conditions like "CPA above X for N days" with email delivery, created in the UI or conversationally through the agent.
  • Percent-change conditions measured against a trailing baseline, not just absolute thresholds.
  • Statistical anomaly detection covering 11 of 12 platforms, weekday-aware so Monday isn't flagged for looking unlike Sunday.
  • Threshold alerts extended from four to eight platforms, adding AdSense, AdMob, Ad Manager and Search Console.
  • Persisted deduplication, so a continuing anomaly notifies once rather than every run — plus a cooldown window per rule.

Why both kinds

A threshold rule only catches what you predicted. Statistical detection catches shape changes you never wrote a rule for — but on its own it's noisy. Running both, with dedup and cooldowns, is what makes always-on monitoring survivable rather than something you mute after a week.

Frequently asked questions

Which platforms have anomaly detection?
Statistical anomaly detection covers 11 of 12 connected platforms. Threshold alert rules cover eight, including Google Ads, GA4, Meta, TikTok, AdSense, AdMob, Ad Manager and Search Console.
Will a continuing problem email me every day?
No — alerts are deduplicated against previously-seen anomalies and each rule carries a cooldown window, so an ongoing issue notifies once rather than on every run.
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