Summary: AI can detect when audiences are losing interest in your ads — before engagement drops.
Problem: Most advertisers react only after CTR and conversions fall.
Solution:
AI monitors user engagement patterns and predicts fatigue trends early.
Comparison:
Reactive refreshes: lost impressions
Fixed ad cycles: inefficient
AI prediction: proactive creative refresh
Actionable Recommendation: Integrate AI ad monitoring tools that flag fatigue signals and suggest refresh timing or creative swaps automatically.