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Smart Alerts
AI visibility alerts notify a team when mentions, sentiment, or citations change. This page explains how baselines and thresholds make such alerts useful.
This capability was part of the paid AEO Platform product, which closed on 2026-10-02. It is not available. This page explains the technique for reference.
Smart Alerts in detail
Alerting works as a layer on top of a monitoring process. After each run, the latest data is compared with historical baselines for your brand. The comparison covers mention counts, Share of Model scores, sentiment averages, citation URLs, and competitor co-occurrence patterns.
When a metric deviates beyond a fixed threshold, or beyond the statistically expected range if the thresholds are adaptive, the process generates an alert. A useful alert states the affected metric, the size of the change, the engine and prompt family involved, and a link to the data so investigation can start at once.
Related alerts should be batched. If five related prompts all show a mention drop on the same engine in the same run, one grouped alert with a summary is better than five separate notifications. Immediate delivery suits chat and webhooks. Daily or weekly digests suit email.
Why Smart Alerts matters
Detect visibility drops within hours instead of discovering them weeks later
Reduce alert fatigue with adaptive baselines that filter out normal variance
Route alerts by type and severity to the right team and channel
Group related changes into single, actionable notifications
Include links to the underlying data so investigation starts immediately
When to use Smart Alerts
Smart Alerts FAQ
Key concepts
Explore more features
Brand Mention Tracking
detectionBrand mention tracking is the practice of recording when and how AI engines mention your brand across models and prompts. This page explains the technique.
Competitor Monitoring
detectionCompetitor monitoring in AI search means recording which rival brands AI engines recommend, and where they appear instead of you. This page explains the technique.
Hallucination Detection
diagnosisHallucination detection for brands means checking AI claims about your company against verified facts. This page explains the technique.
REST API & Webhooks
reportingAPIs and webhooks let AI visibility data flow into other systems. This page explains how they work and what to look for in a monitoring tool.
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