Sales Performance Metrics & Analysis Flashcards
7 cards from real CSM practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Sales Performance Metrics & Analysis flashcards as text
What is 'forecast accuracy' and why is it critical for a Certified Sales Manager?
Answer: The degree to which predicted sales revenue matches actual closed revenue, enabling resource and budget planning
Forecast accuracy compares predicted revenue to actual results, and high accuracy enables confident resource allocation, hiring, and financial planning.
Which metric specifically tracks the efficiency of converting marketing-generated leads into revenue?
Answer: Marketing Qualified Lead (MQL) to closed-won rate
MQL-to-closed-won rate measures how effectively the sales team converts marketing-generated leads all the way to revenue.
A CSM observes that the top 20% of reps generate 80% of revenue. Which analytical framework does this describe?
Answer: Pareto Principle (80/20 rule)
The Pareto Principle (80/20 rule) holds that roughly 80% of outcomes result from 20% of causes, commonly seen in sales performance distributions.
What does a declining 'pipeline-to-quota ratio' over three consecutive months signal?
Answer: The pipeline is shrinking relative to targets, signaling a future revenue shortfall
A shrinking pipeline-to-quota ratio is an early warning that insufficient opportunities are being generated to meet future revenue targets.
When analyzing rep performance, what does a high 'activities-to-opportunity ratio' with a low 'opportunity-to-close ratio' indicate?
Answer: The rep is productive prospecting but struggles to advance or close deals
Many activities creating opportunities but few closings suggests a skill gap in deal advancement, qualification, or closing rather than a prospecting problem.
Which calculation gives a sales manager the 'cost per opportunity'?
Answer: Total sales and marketing spend ÷ number of qualified opportunities created
Cost per opportunity divides total sales and marketing investment by the number of qualified opportunities generated, revealing lead generation efficiency.
A CSM wants to benchmark reps using 'peer percentile rankings.' What is the PRIMARY benefit of this approach over absolute quota attainment?
Answer: It normalizes performance across different territories or market conditions
Peer percentile rankings reveal relative performance by comparing reps to each other, accounting for territory or market differences that distort quota comparisons.