Q1
Walk me through how you would set up and interpret a multi-touch attribution model for a client running campaigns across Google Ads, Facebook, and email. What tools would you use, and what metrics would you prioritize?
Why they ask this:* They want to assess your understanding of attribution modeling, analytics implementation, and your ability to measure campaign effectiveness across multiple channels—critical for a mid-level manager.
Q2
Describe your experience with marketing automation platforms (HubSpot, Marketo, etc.). How have you used segmentation and personalization to improve conversion rates in a past campaign?
Why they ask this:* This tests your hands-on knowledge of tools that drive ROI and your ability to leverage automation for scalable campaign execution.
Q3
How do you approach A/B testing in digital marketing? Walk me through a specific test you designed—what was your hypothesis, sample size, and how did you ensure statistical significance?
Why they ask this:* They're evaluating your data-driven mindset, experimental rigor, and ability to make decisions based on evidence rather than intuition.
Q4
Explain the difference between organic reach and paid reach on social media platforms. How would you decide between investing in organic content strategy versus paid amplification for a new product launch?