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Salesforce : CERTIFIED-AI-ASSOCIATE Exam Questions

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Apr 17,2026
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Salesforce Certified AI Associate Exam Exam Questions & Answers - Regular Updated | Pass with confidence

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About CERTIFIED-AI-ASSOCIATE Exam


Prepare for the Salesforce Certified AI Associate Exam and validate your skills in understanding, implementing, and leveraging Salesforce AI technologies (Einstein AI) to solve business problems. This certification is ideal for business analysts, admins, consultants, and developers who want to apply AI-driven insights to optimize customer engagement and automate processes.
Recommend you to use our Salesforce AI Associate actual test practice material latest version to ensure best practices and first-attempt pass guaranteed!
— Exam Topics
AI Concepts & Use Cases (25%)
Data Preparation & Management for AI (20%)
AI Model Configuration & Training (25%)
AI Application Deployment & Monitoring (15%)
Ethical Considerations & Governance (15%)
Salesforce Certified AI Associate Exam Format
— Exam Format:
Exam code- AI-900 / Salesforce AI Associate
Exam type- Proctored (Online or Test Center)
Exam duration- 90 minutes
Exam length- 60 multiple-choice/multiple-select questions
Question types- Multiple choice & multiple select
Passing score- 65%
Delivery languages- English
Additional study materials – Free learning path (Post Premium Access, you can ask Clearcatnet for the free learning path link)
Exam Level- Beginner / Associate-level
Role- Salesforce Admin / Business Analyst / Consultant / AI Solution Implementer
Renewal Frequency- Salesforce Release Maintenance Exams (3× per year)
CERTIFIED-AI-ASSOCIATE Certification – FAQ

Q1: What is Salesforce Certified AI Associate exam questions, duration and passing score?

Level: Associate | Duration: 70 min | Questions: 40 | Passing : 65%
Role: AI Associate / Salesforce Consultant / Business Analyst
Key Topics: AI fundamentals, Salesforce AI ethics, Einstein AI capabilities, data for AI, AI business value

Q2: What is the format of the Salesforce Certified AI Associate certification exam?

The Salesforce AI Associate certification exam is 70 minutes long with 40 multiple-choice questions and a passing score of 65 percent. It covers AI and machine learning fundamentals, Salesforce Einstein AI capabilities, ethical AI principles in the Salesforce context, data preparation for AI use cases, and the business value of AI features within the Salesforce platform. The proctored exam is suitable for both technical and non-technical roles.

Q3: Is the Salesforce AI Associate exam suitable for beginners?

Yes, the Salesforce AI Associate is an entry-level certification exam with no formal prerequisites. It is designed for business users, administrators, and consultants who want to demonstrate foundational knowledge of AI concepts and how they apply within the Salesforce ecosystem. Three to four weeks of exam preparation using Salesforce Trailhead AI learning paths and practice questions is sufficient for most candidates.

Q4: What is the best Salesforce AI Associate exam preparation strategy?

Salesforce AI Associate exam preparation should cover responsible AI principles, Salesforce Trusted AI guidelines, Einstein AI feature capabilities across Sales Cloud and Service Cloud, prompt engineering basics, and the AI use case evaluation framework. Salesforce Trailhead AI Associate learning paths are the primary study resource. Practice questions reinforcing AI ethics and capability distinction scenarios are valuable for this certification exam.

Q5: Why are practice questions important for the Salesforce AI Associate exam?

Salesforce AI Associate practice questions reinforce conceptual distinctions between AI concepts such as machine learning versus generative AI and ethical considerations versus technical capabilities that this certification exam tests. They simulate scenario-based business AI decision questions that appear in the proctored exam. Regular practice with updated AI Associate questions from ClearCatNet builds the applied AI reasoning this Salesforce credential validates.

Q6: What study resources are recommended for Salesforce AI Associate exam preparation?

Top Salesforce AI Associate study resources include Salesforce Trailhead AI Associate learning paths, the Salesforce Einstein AI documentation, Salesforce Trusted AI principles documentation, and introductory generative AI concept guides. Supplement with updated practice questions from ClearCatNet. The AI Associate is an excellent starting point before pursuing Salesforce AI Specialist or advanced Einstein AI certification paths.

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