⚡ Tier 2 - ImportantID: adFatigueMeta
Ad Fatigue
Creative exhaustion signal: Frequency ↑ + CTR ↓ + CPA ↑
In Simple Words (Zero Jargon):
Creative exhaustion signal: Frequency ↑ + CTR ↓ + CPA ↑
Why It Is Critical
Ad fatigue occurs when your audience has seen your ad too many times and stops engaging. The classic signature: Frequency rising + CTR dropping + CPM rising + CPA rising simultaneously. This is a creative exhaustion issue, not a targeting problem.
Strategic Rules of Thumb & Execution Playbook
- Prevention: Maintain a pipeline of 3-5 creative variations per ad set to rotate before fatigue strikes.
- Treatment: Pause the fatigued creative, introduce new angles, and let frequency reset over 7-14 days.
- For retargeting audiences: set strict frequency caps and rotate creatives weekly.
Calculation Example & Benchmark Matrix
| Signal Pattern | What It Means In Practice |
|---|---|
| Frequency rising (3+ in 7 days) | Audience is seeing the ad too often |
| CTR declining week-over-week | Creative is losing its ability to stop the scroll |
| CPM increasing | Meta is working harder to find people willing to engage |
| CPA rising without budget change | Fewer people are converting per impression delivered |
| Negative reactions increasing | Audience is actively dismissing the ad - severe fatigue signal |
What You Get: Caught early, ad fatigue is a manageable creative maintenance issue. Caught late, it is an expensive CPA spike that takes weeks to recover from.