AIF-C01 Question 64
Select 3An e-commerce company wants to improve customer engagement on their platform. They are considering using generative AI models to enhance the customer experience by providing personalized product recommendations, assisting customers with queries, and summarizing product reviews. Which of the following are valid generative AI use cases for this scenario?
- A
Generating personalized product recommendations based on user behavior
- B
Creating chatbots to assist customers with their queries in real-time
- C
Summarizing customer reviews to provide concise highlights for potential buyers
- D
Generating synthetic product images to replace actual product photos
- E
Building a static FAQ page for general customer queries
Show answer and explanation
Correct answers: A, B, C
Explanation
Generative AI models are highly effective for use cases that involve dynamic content creation, personalization, and summarization. In this scenario, the valid generative AI use cases include generating personalized recommendations, creating intelligent chatbots for customer service, and summarizing product reviews to improve the customer experience. However, generating synthetic product images or building static FAQ pages do not align with the typical strengths of generative AI in this context.
- A. Correct.
Correct: Generative AI can be used to create recommendation engines that analyze user behavior and preferences to provide personalized suggestions.
- B. Correct.
Correct: Chatbots powered by generative AI can engage with customers in real-time, understand their queries, and provide relevant responses.
- C. Correct.
Correct: Generative AI can summarize large amounts of text, like customer reviews, into concise highlights for easier consumption by users.
- D. Incorrect.
Incorrect: While generative AI can create synthetic images, replacing actual product photos with generated ones is not a typical use case in e-commerce as it may mislead customers.
- E. Incorrect.
Incorrect: Building a static FAQ page is not a generative AI use case as it does not involve AI-based dynamic interaction or generation of content.