CSM Sales Performance Metrics & Analysis 3 — Questions and Answers
Question 1: What is the primary difference between a 'lagging indicator' and a 'leading indicator' in sales performance measurement?
- Lagging indicators predict future results; leading indicators confirm past results
- Leading indicators predict future results; lagging indicators confirm past results (Correct answer)
- Lagging indicators measure rep behavior; leading indicators measure revenue
- There is no meaningful difference in a sales context
Correct answer: Leading indicators predict future results; lagging indicators confirm past results
Leading indicators (e.g., number of demos) predict future outcomes, while lagging indicators (e.g., closed revenue) confirm what already happened.
Question 2: A company's Customer Acquisition Cost (CAC) is $5,000 and the average Customer Lifetime Value (CLV) is $15,000. What does this CLV:CAC ratio suggest?
- The business is unprofitable and must cut sales spend
- The ratio is healthy, indicating strong return on sales investment (Correct answer)
- CAC must equal CLV for a sustainable business
- The company is under-investing in customer acquisition
Correct answer: The ratio is healthy, indicating strong return on sales investment
A CLV:CAC ratio of 3:1 is generally considered healthy, meaning the customer generates three times the cost to acquire them.
Question 3: What does 'Average Revenue Per Account (ARPA)' help a sales manager evaluate?
- The number of accounts each rep manages
- The revenue efficiency and upsell potential of the customer base (Correct answer)
- Total company revenue divided by headcount
- The cost to service each account
Correct answer: The revenue efficiency and upsell potential of the customer base
ARPA reveals how much revenue each account contributes on average, helping managers assess expansion and upsell opportunities.
Question 4: A rep's average deal size has decreased 25% over two quarters despite stable close rates. Which investigation is MOST appropriate?
- Assess whether the rep is discounting heavily or targeting smaller prospects (Correct answer)
- Increase the rep's quota to compensate
- Remove the rep from strategic accounts
- Review the rep's number of cold calls
Correct answer: Assess whether the rep is discounting heavily or targeting smaller prospects
Declining average deal size with stable close rates points to discount behavior or a shift toward smaller opportunities, both of which require coaching.
Question 5: Which of the following is the MOST accurate definition of 'Net Revenue Retention (NRR)'?
- Revenue from new logo customers only
- Total revenue retained from existing customers including expansions minus churn and contractions (Correct answer)
- The percentage of reps who hit quota
- Revenue minus cost of goods sold
Correct answer: Total revenue retained from existing customers including expansions minus churn and contractions
NRR measures recurring revenue from existing customers factoring in upsells, cross-sells, downgrades, and churn, showing growth from the base.
Question 6: In a balanced scorecard approach to sales performance, which combination of metrics provides the MOST complete picture?
- Quota attainment and call volume only
- Financial results, customer metrics, internal process metrics, and learning/growth metrics (Correct answer)
- Revenue and headcount
- Win rate and pipeline value only
Correct answer: Financial results, customer metrics, internal process metrics, and learning/growth metrics
The balanced scorecard framework evaluates performance across financial, customer, internal process, and learning/growth dimensions for a holistic view.
Question 7: A manager wants to measure how effectively reps turn prospects into customers specifically at the proposal stage. Which metric should be used?
- Overall win rate
- Stage-to-stage conversion rate (proposal to close) (Correct answer)
- Total number of proposals sent
- Average proposal value
Correct answer: Stage-to-stage conversion rate (proposal to close)
Stage-to-stage conversion rates isolate performance at specific funnel stages, revealing where proposals fail to convert into closed deals.
CSM Sales Performance Metrics & Analysis 3
What is the primary difference between a 'lagging indicator' and a 'leading indicator' in sales performance measurement?