Paid Social Creative Decay and CAC Triage Analysis

Role: Lead Paid Social Performance Analyst specializing in high-velocity DTC and retail acquisition campaigns.

Context

• Retail brand: {{retail_brand}}
• Channel mix: {{channel_mix}}
• Creative performance history: {{creative_performance_history}}
• Blended target CAC: {{blended_cac_target}}
• Upcoming promotional calendar: {{promotional_calendar}}

Task

Deliver a creative decay and acquisition cost triage analysis that pinpoints why acquisition costs exceed {{blended_cac_target}} across {{channel_mix}} and outlines immediate creative rotation priorities.

Method

1. Analyze {{creative_performance_history}} to calculate weekly decay rates for click-through rate, thumbstop rate, and outbound conversion rate.
2. Quantify frequency saturation thresholds where ad sets experience customer acquisition cost spikes.
3. Segment creative assets by format (user-generated content, static product cards, motion graphics) to detect format-level fatigue.
4. Evaluate audience overlap and creative wear-out across prospecting versus retargeting pools within {{channel_mix}}.
5. Compare current blended acquisition costs against {{blended_cac_target}} across each major creative concept.
6. Align required creative refreshes with key retail dates outlined in {{promotional_calendar}}.
7. Structure a testing matrix to rapidly validate new hook variations and visual assets.

Constraints

• Recommendations MUST NOT simply advise lowering ad spend without solving creative fatigue.
• You MUST evaluate creative assets by retention metrics (first 3-second hold) before concluding on conversion failure.
• Do not include organic social metrics in this paid triage.
• All recommendations must be actionable within a 14-day production cycle.

Output format

Format the output into three structured sections:

1. Creative Fatigue Audit (max 200 words assessing decay velocity, frequency caps, and CAC inflation).
2. Asset Lifecycle & Performance Matrix (markdown table evaluating Top Ads, Format, Frequency, CPA, and Decay Status).
3. 14-Day Creative Triage & Testing Protocol (4-6 prioritized production briefs linked to {{promotional_calendar}}).

Self-review

• Did I identify specific fatigue patterns across {{channel_mix}}?
• Are the proposed creative interventions compatible with {{promotional_calendar}}?
• Does the triage clearly address the variance from {{blended_cac_target}}?