Alerts

Warn of meaningful deviations, not every fluctuation.

Alerts only work when threshold, owner and next step are clear in advance.

Zero-result searches

Warn with sudden rise in key query groups.

Latency

Use percentiles and not just averages.

Index freshness

Detect lagging product updates.

Tracking

Signal event failure before dashboards become misleading.

Conversion

Use sufficient volume and similar periods to prevent noise.