MAC Cheat Sheet 2026

The 30 highest-yield MAC facts, distilled from real exam questions. Print it, save it as a PDF, or study it here — free, no sign-up.

1. A marketing analytics manager uses scenario planning in budgeting. What is its primary purpose? → To model multiple budget outcomes under different assumptions
2. In strategic segmentation, 'behavioral segmentation' groups customers based on: → Purchase patterns, usage rate, and brand loyalty
3. A strategic marketing plan distinguishes between 'effectiveness' and 'efficiency.' In this context, effectiveness refers to: → Doing the right things to achieve desired outcomes
4. What is the critical path in MAC project scheduling? → The longest sequence of dependent tasks determining minimum duration
5. A strategic review reveals that two market segments have similar needs but different price sensitivities. The recommended segmentation approach is: → Apply differentiated pricing and messaging per segment
6. Which visualization type is most appropriate when showing a marketing channel's contribution to total revenue? → Pie chart or stacked bar chart
7. During a campaign analysis, you notice that conversions spike on weekends but your budget runs out by Friday. What optimization should you consider? → Ad scheduling to increase bids on weekends and preserve budget
8. In a multi-touch attribution model, budget reallocation decisions should be based on: → Each channel's marginal contribution to conversions
9. What is effective delegation in MAC management? → Assigning authority and tasks while maintaining accountability
10. What is the purpose of an 'event' in Google Analytics 4? → To record a specific user interaction or occurrence on a website or app
11. Which US state law introduced the concept of 'sensitive personal information' with additional restrictions, including data about precise geolocation? → California Privacy Rights Act (CPRA)
12. Which planning horizon is most appropriate for a marketing analytics roadmap tied to annual business goals? → 1-year operational plan
13. When comparing attribution models in Google Analytics 4 (GA4), what tool allows marketers to see how different models affect channel credit allocation? → The Attribution Model Comparison Report
14. Which attribution model gives all conversion credit to the very first interaction a customer has with a brand? → First-Touch attribution
15. Which of the following is the MOST significant limitation of cookie-based digital attribution tracking? → It becomes less accurate due to ad blockers, browser privacy settings, and cookie deletion
16. When calculating net marketing contribution (NMC), which costs are subtracted from gross profit? → All marketing program expenses
17. Which approach best identifies the specific features that drive customer purchase decisions by asking customers to choose between product profiles? → Conjoint analysis
18. Which scenario is BEST suited for using a Time Decay attribution model? → An e-commerce company with short purchase cycles where recent interactions drive decisions
19. What is the minimum recommended statistical confidence level commonly used for marketing A/B tests? → 95%
20. What is 'data latency' in the context of marketing analytics? → The time delay between data collection and its availability for analysis
21. When building a strategic marketing plan, a 'situation analysis' typically includes all of the following EXCEPT: → Media channel execution plans
22. A marketing team's campaign generated $180,000 in revenue against a $45,000 spend. What is the ROAS? → 4.0
23. When setting OKRs (Objectives and Key Results) for a marketing analytics function, 'key results' should be: → Specific, measurable outcomes that indicate objective achievement
24. In the context of marketing analytics tools, what is a 'custom dimension'? → A user-defined attribute added to analytics data to capture business-specific information
25. When evaluating marketing ROI, 'soft' benefits like brand awareness should be: → Monetized using proxy metrics such as customer willingness-to-pay lifts
26. An analyst uses the same dataset to both build and evaluate a predictive churn model. What data risk does this create? → Data leakage causing overly optimistic performance estimates
27. Which metric would a marketing analyst use to evaluate how efficiently a website converts paid traffic into leads? → Cost Per Conversion (CPC)
28. In a marketing analytics project, scope creep refers to: → Unauthorized or uncontrolled expansion of project scope beyond original agreements
29. A team member repeatedly delivers high-quality work but misses deadlines. Which action should a marketing analytics leader take FIRST? → Conduct a one-on-one to identify underlying causes of the missed deadlines
30. A CMO asks for a 'marketing mix optimization' study. Which analytical technique is most commonly applied? → Marketing Mix Modeling (MMM)