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Salesforce AI Associate Exam Topics and Questions

These Salesforce AI Associate exam topics are organized according to official exam domains to help candidates quickly verify coverage and focus on assessment rather than theory. Each domain is paired with topic-wise Salesforce AI Associate sample questions that reflect how objectives are tested in the actual exam. This structure enables efficient review, targeted self-assessment, and rapid identification of weak areas when preparing for the Salesforce Certified AI Associate certification exam.

Let's Practice Free Salesforce AI Associate Questions Aligned with Official Exam Topics

Follows Salesforce's official outline Updated 06 Sep, 2026 4 Topics
Reviewed by Olivia Harris, Salesforce Salesforce-AI-Associate Certified Professional
Topic Content
Artificial Intelligence Fundamentals within Salesforce encompasses understanding the core principles that enable intelligent automation and decision-making across the platform. This topic requires learners to grasp how AI technologies are practically applied within Salesforce to enhance customer relationship management, streamline business processes, and improve data analysis capabilities. A critical component involves differentiating between various types of AI implementations, including machine learning models that learn from historical data, predictive analytics that forecast future outcomes, and generative AI that creates new content and... See More
Sample Questions for Topic 1 : AI Fundamentals
Q1

Cloud Kicks wants to create a custom service analytics application to analyze cases in Salesforce. The application should rely on accurate data to ensure efficient case resolution.

Which data quality dimension Is essential for this custom application?

Topic Content
Artificial Intelligence capabilities within Customer Relationship Management systems enable organizations to automate and enhance various business processes. Key AI capabilities include predictive analytics, machine learning algorithms, natural language processing, and intelligent automation that help identify patterns in customer data and behavior. The primary benefits of implementing AI in CRM include improved customer insights through advanced data analysis, enhanced personalization of customer interactions, increased operational efficiency by automating routine tasks, and better decision-making through predictive forecasting. AI-powered CRM systems can also... See More
Sample Questions for Topic 2 : AI Capabilities in CRM
Q2

Cloud Kicks wants to use Einstein Prediction Builder to determine a customer's likelihood of buying specific products; however, data quality is a...

How can data quality be assessed quality?

Topic Content
Artificial Intelligence presents significant ethical challenges that organizations must carefully navigate, including the perpetuation of human bias within machine learning algorithms, insufficient transparency in decision-making processes, accountability gaps, and potential privacy violations. Understanding these challenges is critical for developing responsible AI systems that maintain fairness and trust. Salesforces Trusted AI Principles provide a comprehensive framework for addressing these ethical concerns by emphasizing accountability, transparency, and ethical use of AI technologies. When applying these principles to real-world scenarios, professionals must evaluate... See More
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Topic Content
Data for AI encompasses the critical foundation upon which artificial intelligence systems are built and operate effectively. Understanding data quality is essential because it directly impacts the accuracy, reliability, and performance of AI models poor quality data leads to flawed predictions and unreliable outcomes. The importance of data quality lies in ensuring that AI systems can learn meaningful patterns and make sound decisions based on trustworthy information. Key elements and components of data quality include accuracy, which ensures data is... See More
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