CPM Metrics and Analytics 1 — Questions and Answers
Question 1: What is the primary purpose of a North Star Metric in product management?
- To track daily revenue generated by the product
- To represent the single metric that best captures the core value delivered to customers (Correct answer)
- To measure the number of new features shipped per quarter
- To monitor team velocity in an agile sprint
Correct answer: To represent the single metric that best captures the core value delivered to customers
A North Star Metric captures the core value the product delivers to customers and aligns the entire team around a shared measure of long-term success.
Question 2: Which metric measures the percentage of users who return to a product within a defined time period after their initial visit?
- Acquisition rate
- Activation rate
- Retention rate (Correct answer)
- Referral rate
Correct answer: Retention rate
Retention rate measures the percentage of users who come back to the product after their first experience, indicating ongoing value delivery.
Question 3: What does a high DAU/MAU ratio indicate about a product?
- The product has a large total user base
- Users engage with the product frequently throughout the month (Correct answer)
- The product generates high revenue per user
- The product has low customer acquisition costs
Correct answer: Users engage with the product frequently throughout the month
A high DAU/MAU ratio (closer to 1.0 or 100%) indicates that a large proportion of monthly users engage with the product daily, signaling strong habitual usage.
Question 4: What is 'churn rate' in the context of subscription-based products?
- The rate at which new users sign up for the product
- The rate at which existing customers cancel or stop using the product (Correct answer)
- The rate at which users upgrade to premium plans
- The rate at which users refer the product to others
Correct answer: The rate at which existing customers cancel or stop using the product
Churn rate measures the percentage of customers who cancel or stop using the product over a given period, directly impacting revenue and growth.
Question 5: What does Net Promoter Score (NPS) primarily measure?
- The average revenue generated per user
- The likelihood that customers would recommend the product to others (Correct answer)
- The number of active users in a given month
- The percentage of users who complete onboarding
Correct answer: The likelihood that customers would recommend the product to others
NPS measures customer loyalty by asking how likely they are to recommend the product on a 0–10 scale, then categorizing respondents as Promoters, Passives, or Detractors.
Question 6: In product analytics, what does 'conversion rate' most commonly refer to?
- The percentage of users who move from one plan tier to another
- The percentage of visitors who complete a desired action such as signing up or purchasing (Correct answer)
- The speed at which user data is processed by the system
- The ratio of free users to paid users
Correct answer: The percentage of visitors who complete a desired action such as signing up or purchasing
Conversion rate measures the proportion of users who complete a target action (e.g., sign-up, purchase) out of all those who had the opportunity to do so.
Question 7: Which of the following best describes a 'vanity metric'?
- A metric that is tied directly to business outcomes and drives decisions
- A metric that looks impressive but does not meaningfully inform product decisions (Correct answer)
- A metric used exclusively for investor reporting
- A metric that measures user satisfaction scores
Correct answer: A metric that looks impressive but does not meaningfully inform product decisions
Vanity metrics (e.g., total page views, raw download counts) look good on paper but do not correlate with meaningful business outcomes or actionable insights.
CPM Metrics and Analytics 1
What is the primary purpose of a North Star Metric in product management?