Salesforce AI-Specialist Real Exam Questions [Feb 2026 Update]

Salesforce Certified AI-Specialist Exam

The Salesforce Certified AI-Specialist Certification is a crucial certification for professionals looking to demonstrate their expertise in AI-driven solutions within the Salesforce platform. This AI specialist certification validates your ability to implement and optimize AI tools such as Einstein AI, predictive analytics, and machine learning to enhance business processes and business outcomes.

Achieving this specialist certification exam not only solidifies your position as an AI specialist in Salesforce but also opens doors to advanced AI-driven roles in enterprise data platforms and customer-facing roles.

Learn more about the Salesforce AI Specialist Exam here: https://certempire.com/exam-info/salesforce-ai-specialist/

Who Should Take the Salesforce AI Specialist Certification?

The Salesforce AI Specialist certification is designed for individuals who work with AI-powered features in Salesforce. Ideal candidates should have:

• A foundational understanding of AI and machine learning concepts.
• Hands-on experience with Einstein AI, generative AI, predictive analytics, and automation tools.
• Knowledge of data cloud, NLP, and AI-driven business requirements.
• Familiarity with implementing AI strategies to enhance business needs and user roles in Salesforce.

While there are no strict prerequisites, experience working with AI and Salesforce AI products is highly recommended.

Benefits of Passing the Salesforce AI Specialist Exam

Earning the Salesforce AI Specialist certification comes with multiple advantages:

• Career Advancement – Qualifies you for roles like AI Specialist, AI Solution Architect, and Salesforce Certified AI Developer.
• Higher Salary – Certified professionals can earn salaries ranging from $90,000 to $140,000 annually.
• Industry Recognition – Salesforce Certified professionals are globally respected, giving you an edge in competitive job markets.
• Skill Validation – Proves your expertise in AI implementation and optimization within the Salesforce platform configuration.

Salesforce AI Specialist Exam Format and Structure

Understanding the AI Specialist exam format helps candidates prepare effectively. Here’s what you can expect:

• Number of Questions: 60, including scenario-based questions
• Question Types: Multiple-choice, case studies, AI-driven problem-solving
• Exam Duration: 105 minutes
• Passing Score: 65%
• Languages Available: English
• Exam Fee: $200 (may vary by region)

Key Topics Covered in the Salesforce AI Specialist Exam

The AI Specialist certification exam covers essential AI-related concepts and their application in Salesforce. Below is a breakdown of the key topics:

1. Fundamentals of AI in Salesforce (15-20%)

• Understanding Salesforce AI and Einstein AI
• AI principles, correct generative AI feature, and ethical AI practices
• Basics of large language model (LLM) and correct feature identification

2. Implementing AI Solutions in Salesforce (20-25%)

• Configuring Einstein AI for customer data and automation
• Data ingestion and model training using model builder
• AI-driven insights for real-time data and business requirements

3. Natural Language Processing and Data Science (15-20%)

• Implementing prompt builder in Salesforce
• Analyzing and processing prompt templates
• Using correct generative AI models to improve customer engagement

4. Predictive Analytics and Business Insights (25-30%)

• Utilizing AI for sales forecasting and data cloud management
• Enhancing marketing automation with executing prompt templates
• AI-powered exam guide and reporting

5. AI Ethics and Data Security (10-15%)

• Ensuring appropriate grounding technique in AI solutions
• Managing agentforce data library, and privacy security
• Understanding AI bias and agentforce capabilities

Salesforce AI Specialist Certification and Career Opportunities

Passing the Salesforce AI Specialist exam qualifies professionals for high-demand AI specialist certification roles. If you’re considering career options after certification, explore job trends and salary expectations for AI-certified professionals in 2026.