25 Paid Ads Mathematical Scenarios for Interview

This document provides 25 practical Google/Meta etc. Ads mathematical scenarios designed to assess a candidate’s analytical, bidding, budgeting, and optimization skills. Each scenario simulates real-world challenges, covering budget allocation, CPA & ROAS calculations, bidding strategies, and performance troubleshooting. The questions test a candidate’s ability to apply key formulas, optimize campaign performance, and make data-driven decisions. It helps interviewers evaluate how well the candidate understands Ads mechanics, auction models, and strategic planning. These scenarios are ideal for assessing both technical proficiency and problem-solving capabilities in paid media management.