CMP Marketing Analytics and ROI 3 — Questions and Answers
Question 1: A brand's email campaign has a 25% open rate and a 5% click-to-open rate (CTOR). What does CTOR measure?
- Clicks divided by total emails sent
- Clicks divided by emails delivered
- Clicks divided by emails opened (Correct answer)
- Opens divided by total emails sent
Correct answer: Clicks divided by emails opened
Click-to-open rate (CTOR) is calculated as unique clicks divided by unique opens, measuring how effective the email content was for those who opened it.
Question 2: Which attribution model distributes credit equally across all touchpoints in a customer journey?
- Time-decay attribution
- Linear attribution (Correct answer)
- Position-based attribution
- Data-driven attribution
Correct answer: Linear attribution
Linear attribution assigns equal credit to every touchpoint in the conversion path, treating each interaction as equally important.
Question 3: What is the primary purpose of a marketing dashboard?
- To automate campaign scheduling
- To centralize and visualize KPIs for decision-making (Correct answer)
- To manage customer support tickets
- To generate social media content
Correct answer: To centralize and visualize KPIs for decision-making
A marketing dashboard centralizes key performance indicators in a visual format so marketers can quickly assess performance and make data-driven decisions.
Question 4: A retailer's paid search campaign has a ROAS of 400%. What does this mean?
- For every $1 spent, $400 is earned in profit
- For every $1 spent, $4 is earned in revenue (Correct answer)
- The campaign has a 400% profit margin
- Ad spend equals 4% of total revenue
Correct answer: For every $1 spent, $4 is earned in revenue
ROAS (Return on Ad Spend) of 400% means $4 in revenue is generated for every $1 spent on advertising.
Question 5: Which of the following is an example of a leading indicator in marketing?
- Total annual revenue
- Website traffic volume (Correct answer)
- Year-over-year customer growth
- Net profit margin
Correct answer: Website traffic volume
Website traffic is a leading indicator because it can predict future conversions and revenue before those outcomes are realized.
Question 6: What does 'incrementality testing' measure in marketing analytics?
- The marginal revenue lift attributable to a specific marketing action (Correct answer)
- The cumulative sales over a quarter
- The increase in brand awareness over time
- The percentage growth in email subscribers
Correct answer: The marginal revenue lift attributable to a specific marketing action
Incrementality testing isolates the causal impact of a marketing activity by comparing outcomes between an exposed group and a holdout control group.
Question 7: A SaaS company tracks MRR (Monthly Recurring Revenue) churn at 5%. What does this metric represent?
- 5% of customers are new each month
- 5% of recurring revenue is lost each month (Correct answer)
- 5% of customers upgrade each month
- Revenue grew 5% month over month
Correct answer: 5% of recurring revenue is lost each month
MRR churn rate is the percentage of monthly recurring revenue lost due to cancellations or downgrades within a given month.
CMP Marketing Analytics and ROI 3
A brand's email campaign has a 25% open rate and a 5% click-to-open rate (CTOR).
What does CTOR measure?