Certified Pega Decisioning Consultant v8.8 — Question 7

U+ Bank presents various credit card offers to its customers on its website. The bank uses AI to prioritize the offers according to customer behavior. With the introduction of the Gold credit card offer, the offer click-through propensity decreased to 0.42.
What does the decrease in the propensity value most likely indicate?

Answer options

• A. Similar customers do not qualify for the offer.
• B. Similar customers show interest in the offer.
• C. Similar customers purchase other offers.
• D. Similar customers ignore the offer.

Correct answer: D

Explanation

The drop in the click-through propensity to 0.42 suggests that customers are not responding positively to the Gold credit card offer, indicating that they are likely ignoring it. The other options imply interest or eligibility, which do not align with the observed decrease in engagement.