CPM CPM Pricing Operations & Technology 1 — Questions and Answers
Question 1: A Configure-Price-Quote (CPQ) system primarily helps organizations:
- Automate complex product configuration and pricing to generate accurate quotes faster (Correct answer)
- Scrape competitor prices in real time
- Manage customer segmentation data
- Forecast demand for new product launches
Correct answer: Automate complex product configuration and pricing to generate accurate quotes faster
CPQ systems encode pricing rules, product configurations, and discount guidelines to generate error-free quotes rapidly and consistently.
Question 2: Price optimization software typically uses which analytical method to recommend optimal prices?
- Demand elasticity modeling with profit maximization algorithms (Correct answer)
- Simple cost-plus formulas
- Random A/B testing without statistical controls
- Historical average prices only
Correct answer: Demand elasticity modeling with profit maximization algorithms
Price optimization engines model demand-price relationships and use optimization algorithms to find prices that maximize revenue or profit objectives.
Question 3: Dynamic pricing differs from static pricing primarily in that it:
- Adjusts prices in real time based on demand, inventory, or competitive signals (Correct answer)
- Uses customer segments to set different fixed prices
- Applies cost-plus logic with a fixed markup
- Requires government approval before each price change
Correct answer: Adjusts prices in real time based on demand, inventory, or competitive signals
Dynamic pricing continuously recalibrates prices using real-time data signals like occupancy, demand surge, or competitive changes.
Question 4: In pricing operations, a 'price book' or 'rate card' serves as:
- A structured reference document of approved prices, discounts, and product configurations for sales use (Correct answer)
- A financial forecast of future revenue
- A legal contract with customers
- An inventory management tool
Correct answer: A structured reference document of approved prices, discounts, and product configurations for sales use
Price books codify approved pricing for all products, tiers, and channels so sales teams quote consistently and within policy.
Question 5: A/B price testing in e-commerce is subject to which major ethical and legal concern?
- Charging different prices to identical customers without disclosure may violate consumer protection laws (Correct answer)
- It requires FTC pre-approval in the US
- It is only legal for prices under $100
- Algorithmic pricing is banned in interstate commerce
Correct answer: Charging different prices to identical customers without disclosure may violate consumer protection laws
Showing different prices to similarly situated customers based on identity or profiling signals can constitute price discrimination or deceptive practice under FTC standards.
Question 6: Price governance in a large enterprise typically includes which of the following components?
- Pricing authority matrix, approval workflows, audit trails, and exception tracking (Correct answer)
- A single pricing manager with full authority
- Quarterly pricing committee with no approval limits
- Automated price setting with no human override
Correct answer: Pricing authority matrix, approval workflows, audit trails, and exception tracking
Robust pricing governance defines who can set what prices, under what conditions, with audit trails to ensure accountability and compliance.
CPM CPM Pricing Operations & Technology 1
A Configure-Price-Quote (CPQ) system primarily helps organizations: