Salesforce certification practice
Practise Salesforce AI Associate AI Associate across all 6 official exam domains — Ethical AI and Data Privacy, Salesforce Einstein AI Features, AI Fundamentals, AI Capabilities in CRM, and more — with original exam-style questions, full explanations, and wrong-answer analysis. Courseiva helps you prepare with realistic practice questions, topic-based revision, explained answers and structured study routes.
Ways to study AI Associate
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
New here? Start with this
Start with a 25-question practice test
Covers all 6 domains · takes ~5 min · no account needed · shows your weak areas immediately
Key facts for the Salesforce AI Associate AI Associate exam.
Exam cost
$75 USD / ~£60
Duration
70 minutes
Question count
40 questions
Passing score
65% (26/40 correct)
Validity
1 year (annual maintenance required)
Delivered by
Webassessor (Kryterion) / Salesforce
Online proctored
Yes — available
Retake policy
24 hours between attempts; retake fee applies
Question formats
The Salesforce Certified AI Associate credential validates a foundational understanding of artificial intelligence concepts as they apply to the Salesforce ecosystem. It covers AI terminology, data quality considerations, AI ethics, and how Salesforce's built-in AI features (including Einstein) work. The exam is designed for a broad audience including admins, business users, and professionals who interact with Salesforce AI features without necessarily building AI models. It demonstrates awareness of responsible AI principles and the ability to use Salesforce AI tools effectively.
Official prerequisite
None — no formal prerequisites
Recommended experience
Basic familiarity with Salesforce platform concepts; general awareness of AI and machine learning terminology
Salesforce users and professionals at any level who want to demonstrate AI literacy within the Salesforce ecosystem
Should you skip this exam?
Skip if you need a deep technical AI or ML engineering credential — this is a conceptual awareness exam, not a build-AI exam
Courseiva study tip
Trailhead's AI Associate exam prep trail covers virtually all exam content for free — complete it and take the practice exams before booking
UK salary range
£35,000–£55,000
US salary range
$60,000–$90,000
Job roles that cite AI Associate
What certification to take next
The exam costs $75 USD, with retakes also costing $75. It is one of Salesforce's most affordable certifications.
You need to score 65% or higher to pass, meaning at least 26 out of 40 questions answered correctly.
The exam contains 40 multiple-choice questions to be completed within 70 minutes.
It tests knowledge of AI and machine learning terminology, data quality and ethics, Salesforce Einstein AI features, responsible AI principles, and how to evaluate AI output quality within the Salesforce platform.
No — it is considered one of Salesforce's easiest certifications. With 10–20 hours of study on Trailhead, most candidates pass on their first attempt.
Yes — like all Salesforce certifications, it requires an annual maintenance module on Trailhead to stay current. Failing to complete the maintenance will deactivate the credential.
It is ideal for Salesforce admins, business analysts, sales ops professionals, and any Salesforce user who wants to demonstrate AI literacy and understanding of Salesforce's AI capabilities.
See how AI Associate stacks up against related certifications.
100% free — no account required
Everything on Courseiva for AI Associate is free — no subscription, no trial, no email wall. Pick a mode that matches your study phase: practice questions early on, mock exams closer to your exam date.
Practice Test
Run a 20-question practice set and review the reasoning behind each answer.
Mock Exam
Simulate the real exam with a timed, full-length question set.
Quick 25
A short 25-question set for a fast daily check-in.
Domain Practice
Focus exclusively on one exam domain to target your weakest area.
50-Question Set
Mid-length practice covering the full domain spread.
Cheat sheet
The key facts and numbers for this exam on one page.
Acronyms
A full glossary of acronyms from the official blueprint.
Official objectives
The full exam blueprint mapped to practice resources.
Exam glossary
Every term AI Associate candidates need to know, defined.
Practice by topic
Focused question pages for every exam topic.
Courseiva Exam Intelligence
Data confidence: BuildingDerived from Courseiva's continuously updated practice dataset: 753 exam-style questions. Updated 2 July 2026.
Question difficulty mix
Average time per question: 91s
4
Exam domains
official blueprint domains covered by the bank
753
Questions
exam-style questions in the AI Associate bank
Exam guide
Start with a short practice session, review each missed answer, then return to the topics that caused mistakes.
Salesforce AI Associate AI Associate spans 6 official exam domains (Ethical AI and Data Privacy, Salesforce Einstein AI Features, AI Fundamentals, and more). Questions test whether you can apply each objective in a realistic scenario, not just recall a definition.
Related practice questions
Use these internal links to move from the exam guide into focused topic practice pages.
Sharpen your AI Associate knowledge of Ethical AI and Data Privacy.
Work through AI Associate questions on Salesforce Einstein AI Features.
Work through AI Associate questions on AI Fundamentals.
Targeted AI Associate practice covering AI Capabilities in CRM.
Sharpen your AI Associate knowledge of Ethical Considerations of AI.
Data for AI practice questions for AI Associate.
AI Associate fundamentals practice questions for AI Associate.
Practise AI Associate questions linked to AI Associate scenario.
Practise AI Associate questions linked to AI Associate troubleshooting.
Practice directory
Every practice set is a unique selection of questions — numbered tests, domain-focused sessions, and topic-specific quizzes.
Showing 8 of 52 tests. See all 52 AI Associate practice tests →
Official blueprint
Target weak areas by practising questions from a single domain. Each domain page shows all questions, difficulty breakdown, and a focused practice session.
Focus your AI Associate prep on Ethical AI and Data Privacy →
Target this domain to strengthen your AI Associate score →
Covers 17% of the AI Associate exam →
Weighted 8% on the official AI Associate blueprint →
39% of AI Associate questions come from this domain →
36% of AI Associate questions come from this domain →
Deep-dive questions
The most-searched AI Associate questions — each with a detailed explanation, worked example, and full answer breakdown.
Learn the concepts
15 book-style chapters cover every AI Associate objective in plain English. Read the theory here, then test it with practice questions.
Chapter 1
Introduction to Artificial Intelligence and Ethical Principles
12 min read
Chapter 2
Responsible AI Principles: Trust, Fairness, and Accountability
12 min read
Chapter 3
AI Governance and Regulatory Compliance
12 min read
Chapter 4
Bias Detection and Mitigation in AI Models
12 min read
Chapter 5
Data Quality, Cleaning, and Preparation for AI
12 min read
Chapter 6
Data Privacy and Security for AI
12 min read
Chapter 8
Integrating External and Internal Data Sources for AI
12 min read
Chapter 9
Overview of AI Capabilities in CRM
12 min read
Free study guide
The Courseiva AI Associate study guide covers exam format, the official domain blueprint with weights, a structured study plan, and domain-specific tips for each section. Use it alongside practice questions to build both conceptual depth and exam confidence.
Sample questions
Original exam-style questions — not copied from any exam or dump site. Open a question for the full answer breakdown.
A Salesforce admin implements Einstein Bots for customer service. To ensure the bot does not use biased language, what should the admin do?
A marketing team wants to use Einstein Engagement Scoring to prioritize leads. What is the primary input for this AI feature?
A Salesforce admin needs to create a prompt template that generates a follow-up email after a meeting. Which Prompt Builder template type should be used?
A marketing manager wants to prioritize leads with the highest likelihood of conversion. Which Einstein feature should they use?
A sales rep wants to generate personalized email drafts for leads using AI. Which feature should the admin enable?
A marketing team wants to display personalized product recommendations to website visitors in Experience Cloud. Which feature should they use?
Courseiva provides free Salesforce AI Associate AI Associate (AI Associate) practice questions with original exam-style questions, detailed explanations, topic-based practice, mock exams, readiness tracking, and study analytics. Courseiva is an independent platform and is not affiliated with Salesforce.