Declining performance is gradual CPA increase or ROAS decrease. Diagnosis: 70% creative fatigue, 20% audience exhaustion, 10% external factors like algorithm updates or seasonal shifts.
Key Takeaways
1: Frequency above 3.0 = fatigue. 2: 14-day CTR declining = creative fatigue. 3: Rising CPM + stable CTR = audience competition. 4: New audience improves CPA = old exhausted. 5: Stable ads but fewer conversions = post-click issue.
Rotate 3-5 new creatives. Change video hook in first 3 seconds. Switch format. Same offer, new visuals. Restores 70-80% of peak within 5-7 days.
Exhaustion: expand lookalike 1% to 3%, add interests, test broad. Algorithm: duplicate campaign for fresh learning phase. Seasonal: reduce budget, scale back when competition eases.
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