A credential backed by Salesforce carries real weight with hiring managers, and the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam is how you earn one. Preparing with the 107 practice questions from ActualCollection keeps every study hour focused on what the exam actually asks.
Salesforce Salesforce-AI-Associate日本語 Exam Overview:
| Certification Vendor: | Salesforce |
|---|---|
| Exam Name: | Salesforce Certified AI Associate Exam |
| Exam Number: | Salesforce-AI-Associate |
| Passing Score: | 65% |
| Exam Price: | Free, retake: USD $50 + tax |
| Available Languages: | English |
| Exam Format: | Multiple-select, Multiple-choice |
| Certificate Validity Period: | Valid until February 1, 2026 (retired) |
| Real Exam Qty: | 40 |
| Exam Duration: | 70 minutes |
| Related Certifications: | Salesforce Certified AI Specialist Salesforce Associate |
| Recommended Training: | Prepare for Your Salesforce AI Associate Credential Cert Prep: Salesforce AI Associate |
| Exam Registration: | Salesforce Certification Registration |
| Sample Questions: | ![]() |
| Exam Way: | Online proctored or onsite at authorized testing centers |
| Pre Condition: | No formal prerequisites; basic understanding of AI concepts and Salesforce recommended |
| Official Syllabus URL: | https://trailhead.salesforce.com/en/credentials/aiassociate |
Salesforce Salesforce-AI-Associate日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Fundamentals | 17% | - Applications of AI within Salesforce ecosystem - Basic principles and concepts of AI - Types of AI and their capabilities |
| Data for AI | 36% | - Data requirements and best practices - Data preparation and governance for AI - Importance and dimensions of data quality |
| AI Capabilities in CRM | 8% | - Business benefits and use cases of AI in CRM - Core AI features and functions in CRM |
| Ethical Considerations of AI | 39% | - Salesforce Trusted AI Principles - Ethical risks and challenges in AI systems - Fairness, transparency, privacy and compliance |
Salesforce Salesforce-AI-Associate日本語 Exam: Frequently Asked Questions
The Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam is the official Salesforce test registered under exam code Salesforce-AI-Associate日本語. Passing it earns you the Salesforce Certified AI Associate certification, a credential at the Associate level. It is also linked to the related certifications: Salesforce Certified AI Specialist, Salesforce Associate. Salesforce exams are valued because they test job-ready skills, so a passing score here carries real weight on a resume.
The Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam includes 40 questions to be completed within 70 minutes. Do the pacing math before exam day: with that many items on the clock, you need a steady rhythm and the discipline to flag a hard question and move on instead of stalling. Two or three full timed sessions with the ActualCollection test engine will show you exactly what that pace feels like, so time pressure stops being a factor on the real day.
To pass the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam you need 65%, and the official registration fee is Free, retake: USD $50 + tax. A retake is not discounted: a failed attempt means paying the full Free, retake: USD $50 + tax again, so treat your first sitting as the expensive one. A sensible rule is to book your seat only after you are scoring comfortably above the passing mark on the ActualCollection practice tests, not just squeaking past it once.
No formal prerequisites; basic understanding of AI concepts and Salesforce recommended
Eligibility rules do change from time to time, so confirm the current requirements before you register on the official exam page.
Registration for the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam goes through the official channels below.
As for the delivery format, the exam is taken Online proctored or onsite at authorized testing centers.
Salesforce points candidates toward the following training options for Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版).
Course work builds the foundation; question practice makes it stick. The 107 practice questions in the ActualCollection Salesforce-AI-Associate日本語 package let you rehearse each topic under exam-style pressure before the real thing.
Yes. ActualCollection offers a free PDF demo of the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) material so you can judge the question quality and format before spending anything. After purchase, your license includes 365 days of free updates, and if you want to keep receiving updates after that period, renewals are available at a 50% discount.
If you take the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam within 60 days of your purchase and do not pass, ActualCollection backs you with a 100% money-back guarantee. The claim must match the exam your product covers: attempts taken within 3 days of purchase are not eligible (that is too little preparation time), and neither are downloaded-but-unused products, free materials, or expired orders. The candidate name must match the payer name, and you need to submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Prefer not to refund? You can swap instead and receive two other exam products of equal value for free while keeping the update service on your original purchase.
Delivery itself is instant: your files are downloadable right away and emailed to you within one minute of payment. If nothing arrives within 2 hours, contact customer service. There is no limit on how many computers you may install the software on.
The official Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) syllabus is organized into 4 domains. Key areas include AI Fundamentals (17%), Data for AI (36%), and AI Capabilities in CRM (8%). The complete, up-to-date topic list appears in the exam topics section above; work through it line by line and flag anything you cannot yet explain in your own words.
Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) Sample Questions:
Salesforce では、バイアスを、人を分類したりマーケティングしたりするためにその人の不変の特性を利用することと定義しています。
不変特性の例として、機密性が高い可能性のある属性はどれですか?
- A. 財務状況
- B. ニックネーム
- C. メールアドレス
Correct Answer: A 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
AI アルゴリズムに使用されるトレーニング データにバイアスをもたらすアクションはどれですか?
- A. 視点と母集団を過小評価するデータセットの使用
- B. 多様な視点と集団を表すデータセットの使用
- C. 計算コストのかかる大規模なデータセットの使用
Correct Answer: A 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
AI はリードの適格性評価をどのように支援しますか?
- A. パーソナライズされた SMS キャンペーンを作成します
- B. 見込み顧客と自動的に対話します
- C. 顧客データに基づいてリードをスコアリングします
Correct Answer: C 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
人間と AI システム間の効果的な対話の主な利点は何ですか?
- A. 人間の関与の必要性を軽減します。
- B. 偏ったデータの存在を人間に警告します
- C. より多くの情報に基づいたバランスの取れた意思決定につながります
Correct Answer: C 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).
倫理的負債の例は何ですか?
- A. データプライバシー法に違反し、罰金を支払わない
- B. AI データモデルを再トレーニングするために AI 製品の発売を遅らせる
- C. 有害なバイアスを発見した後、AI機能を起動する
Correct Answer: C 🗳️
Explanation: Only visible for ActualCollection members. You can sign-up / login (it's free).






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