Free Salesforce AI-Associate Exam Questions

Become Salesforce Certified with updated AI-Associate exam questions and correct answers

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Total 339 Questions | Updated On: Apr 15, 2026

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Question 1

What are some of the ethical challenges associated with AI development?

A : Potential for human bias in machine learning algorithms and the lack of transparency in AI decision-making processes

B : Implicit transparency of AI systems, which makes It easy for users to understand and trust their decisions

C : Inherent neutrality of AI systems, which eliminates any potential for human bias in decision-making

Answer: A

Question 2

Why is ensuring data quality crucial when utilizing AI models within Salesforce?

A : To produce accurate and reliable outcomes.

B : To increase the rate of predictions.

C : To enhance the graphical interface of the model.

Answer: A

Question 3

Cloud Kicks relies on data analysis to optimize its product recommendation; however, CK encounters a recurring Issue of Incomplete customer records, with missing contact Information and incomplete purchase histories. How will this incomplete data quality impact the company's operations?

A : The accuracy of product recommendations is hindered.

B : The diversity of product recommendations Is Improved.

C : The response time for product recommendations is stalled.

Answer: A

Question 4

Cloud Kicks wants to optimize its business operations by incorporating AI into its CRM. What should the company do first to prepare its data for use with AI?

A : Remove biased data.

B : Determine data availability.

C : Determine data outcomes.

Answer: B

Question 5

Leo, the director of operations at a global hotel chain, is keen to enhance customer experience. He wants a system that can automatically classify incoming customer emails into different categories (like complaints, feedback, or booking queries) and suggest personalized holiday packages based on the past stay preferences of returning customers.

Which combination of AI capabilities in CRM is most suitable for Leo’s needs?

A : AI-enhanced voice recognition for call categorization and AI-powered recommendation engine for package suggestions

B : AI-driven sentiment analysis for email categorization and AI-enhanced data visualization tools for package visualization

C : AI-powered natural language processing (NLP) for email categorization and recommendation engine for personalized package suggestions

Answer: C

Page: 1 / 68

Total 339 Questions | Updated On: Apr 15, 2026

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