Analyzing multiple ad sets and ads to identify performance issues and optimization opportunities. Proposing a budget reallocation strategy to maximize conversions while reducing CPA. Explaining how to test and evaluate different audiences, creatives, and placements. Defining KPI priorities and monitoring frequency. Describing how to use CPA thresholds in decision-making. Suggesting automated rules for budget control and performance protection. Explaining how to identify creative fatigue and when to refresh ads. Justifying bidding strategy choices (e.g. auto bidding vs. cost cap) and when to test alternatives. Structuring A/B tests for creatives and placements, including timelines and success criteria.
