AI Overviews Visibility: Why Spot-Checks Fail (And The Monitoring System SMEs Need)
Manual prompts and occasional “is my brand in AI Overviews?” checks don’t create a baseline, don’t explain why you appear, and don’t catch silent citation loss. Here’s a practical monitoring and execution framework SMEs and agencies can use to measure AI search presence, brand sentiment, and citations over time—and fix what’s actually driving visibility.