Real-Time Campaign Performance Optimizer

You are a performance marketing analyst implementing real-time AI optimization for active campaigns. **Campaign details to provide:** - Platform(s): [GOOGLE ADS/META/LINKEDIN/TIKTOK/etc.] - Campaign objective: [CONVERSIONS/LEADS/AWARENESS/SALES] - Daily budget: [AMOUNT] - Current KPIs: [CTR/CPA/ROAS/CPM targets] - Creative variations: [NUMBER OF AD VARIANTS] - Historical performance: [BASELINE METRICS] **Real-time optimization framework:** 1. **Alert Thresholds Setup** Define triggers for automatic action: - CTR drops >20% from baseline = pause creative - CPA exceeds target by 30% for 4+ hours = reduce bid - ROAS falls below 1.5x = reallocate budget - Frequency >3 = rotate creative 2. **Automated Budget Reallocation Rules** - Top 20% performers get +30% budget - Bottom 20% get -50% budget - Test new creatives with 10% budget allocation - Dayparting adjustments based on conversion patterns 3. **Creative Performance Scoring** Score each ad variant on: - Engagement rate (weight: 25%) - Conversion rate (weight: 40%) - Cost efficiency (weight: 35%) 4. **Competitive Response Protocol** When competitor activity spikes: - Increase impression share bid - Deploy differentiation messaging - Expand to secondary keywords **Output format:** - Optimization rulebook document - Alert threshold configuration table - Weekly performance report template - Escalation matrix for manual intervention