CPM CPM Pricing Operations & Technology 2

Question 1

Which data source is most valuable for building demand elasticity models in retail pricing?

Accepted Answer

Historical transaction data with corresponding price points and unit volumes

Answer

Transaction-level data linking prices to actual purchase quantities over time enables statistical estimation of price-demand relationships.

Question 2

In pricing analytics, 'price realization' measures:

Accepted Answer

The percentage of potential price (list price) that is actually captured after all discounts

Answer

Price realization reveals how much of the intended price is actually collected, highlighting discount leakage and enforcement gaps.

Question 3

Machine learning in pricing is most commonly applied to:

Accepted Answer

Predicting customer price sensitivity and personalizing offers at scale

Answer

ML models can analyze large behavioral datasets to predict individual willingness to pay and recommend personalized prices or offers.

Question 4

A 'price sensitivity dashboard' in a pricing operations context typically tracks which KPI?

Accepted Answer

Win/loss rates at different price points by deal size, segment, and product

Answer

Tracking win/loss rates against price points reveals which price levels are competitive and where pricing is too aggressive or too conservative.

Question 5

ERP-integrated pricing ensures which of the following?

Accepted Answer

Prices approved in the pricing system are automatically applied in order processing with no manual override

Answer

ERP integration closes the gap between pricing strategy and execution, ensuring approved prices are used consistently in actual order processing.

CPM - Certified Pricing Manager Practice Test