CSE CSE Sales Forecasting & Pipeline Management 1 — Questions and Answers
Question 1: Which forecasting method uses historical sales data patterns to predict future sales performance?
- Time series analysis (Correct answer)
- Intuitive forecasting
- Jury of executive opinion
- Customer surveys
Correct answer: Time series analysis
Time series analysis applies statistical techniques to historical data to identify trends, seasonality, and cycles for future sales predictions.
Question 2: What is the primary purpose of a sales pipeline in a CRM system?
- Track marketing campaigns
- Visualize and manage deals at each stage of the sales process (Correct answer)
- Monitor customer satisfaction scores
- Schedule sales team meetings
Correct answer: Visualize and manage deals at each stage of the sales process
A sales pipeline in a CRM provides a visual representation of all active deals organized by stage, enabling managers to track progress and forecast revenue.
Question 3: A sales executive notices that 40% of opportunities stall at the proposal stage. What is the BEST corrective action?
- Increase the number of prospects in the pipeline
- Analyze and improve proposal quality and follow-up processes (Correct answer)
- Reduce pricing across all proposals
- Eliminate the proposal stage entirely
Correct answer: Analyze and improve proposal quality and follow-up processes
Analyzing why deals stall at the proposal stage and improving proposal content and follow-up cadence directly addresses the root cause of the bottleneck.
Question 4: What does pipeline velocity measure in sales management?
- The number of calls made per day
- How quickly deals move through the sales pipeline to close (Correct answer)
- The ratio of wins to losses
- The average deal size in the pipeline
Correct answer: How quickly deals move through the sales pipeline to close
Pipeline velocity measures the speed at which opportunities progress through the pipeline, calculated using number of deals, win rate, average deal value, and sales cycle length.
Question 5: Which of the following is a leading indicator of future sales performance?
- Closed revenue last quarter
- Number of new qualified opportunities added to the pipeline (Correct answer)
- Customer churn rate
- Annual contract value of existing accounts
Correct answer: Number of new qualified opportunities added to the pipeline
Leading indicators like new qualified pipeline additions predict future revenue, whereas closed revenue is a lagging indicator reflecting past performance.
Question 6: A bottom-up sales forecast is BEST described as:
- Senior management setting revenue targets for the team
- Each salesperson estimating their own expected deals, rolled up to a total (Correct answer)
- Using industry market data to project company revenue
- Averaging the last three years of total revenue
Correct answer: Each salesperson estimating their own expected deals, rolled up to a total
A bottom-up forecast aggregates individual rep-level deal estimates into a total company forecast, making it more granular and accurate than top-down approaches.
CSE CSE Sales Forecasting & Pipeline Management 1
Which forecasting method uses historical sales data patterns to predict future sales performance?