Certification exams change, and study material has to keep up. The Salesforce-AI-Specialist日本語 (Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版)) question bank at Actual4Exams is reviewed continuously and comes with 365 days of free updates, so your 2026 preparation always reflects the current exam.
Salesforce Salesforce-AI-Specialist日本語 Exam Overview:
| Certification Vendor: | Salesforce |
|---|---|
| Exam Name: | Salesforce Certified AI Specialist Exam |
| Exam Number: | Salesforce-AI-Specialist |
| Exam Duration: | 105 minutes |
| Related Certifications: | Salesforce Certified Platform App Builder Salesforce Certified AI Associate Salesforce Certified Administrator |
| Exam Format: | Multiple-choice, Multiple-select |
| Real Exam Qty: | 60 |
| Exam Price: | $200 USD |
| Certificate Validity Period: | 1 year |
| Available Languages: | English, Japanese |
| Passing Score: | 73% |
| Recommended Training: | Salesforce AI Specialist Learning Path Trailhead: Cert Prep: AI Specialist |
| Exam Registration: | Salesforce Certification Registration |
| Sample Questions: |  |
| Exam Way: | Online proctored or onsite at authorized testing centers |
| Pre Condition: | No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform |
| Official Syllabus URL: | https://trailhead.salesforce.com/credentials/certification-ai-specialist |
Salesforce Salesforce-AI-Specialist日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Einstein Trust Layer | 15% | - Grounding AI outputs and data governance - Privacy controls and compliance - Security features and data protection |
| Topic 2: Generative AI in CRM Applications | 17% | - LLM integration and application scenarios - Einstein for Service use cases and features - Einstein for Sales use cases and features |
| Topic 3: Prompt Builder | 37% | - Customize prompt templates - Design and structure effective prompts - Implement prompt logic and variables - Test and optimize prompt performance |
| Topic 4: Agentforce Tools | 23% | - Security and access control for agents - Agent creation and configuration - Define topics, actions and reasoning - Monitor and manage agent adoption |
| Topic 5: Model Builder | 8% | - Model deployment and maintenance - Select appropriate model types - Bring Your Own LLM (BYOLLM) setup - Configure standard and custom models |
Salesforce-AI-Specialist日本語 Exam FAQ: What Candidates Ask About Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版)
The Salesforce-AI-Specialist日本語 exam, officially known as Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版), is the Salesforce test that leads to the Salesforce Certified AI Specialist certification at the Specialist level. Passing it validates the skills employers expect from a certified professional. It is also associated with related credentials such as Salesforce Certified AI Associate, Salesforce Certified Administrator, Salesforce Certified Platform App Builder.
The Salesforce-AI-Specialist日本語 exam contains 60 questions, and you have 105 minutes to complete them. Work out your per-question pace before test day, and flag slow items instead of stalling on them — time pressure, not knowledge, sinks many first attempts. Timed mock exams in the Actual4Exams test engines are the most reliable way to build that rhythm.
The passing score for the Salesforce-AI-Specialist日本語 exam is 73%, and the official registration fee is $200 USD. If you miss the mark, a retake means paying the full fee again, so book your seat only when you are ready. A practical benchmark: score consistently above the passing line on timed practice tests before scheduling the real exam.
No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform
Entry requirements can change, so confirm the latest conditions on the official exam page: https://trailhead.salesforce.com/credentials/certification-ai-specialist.
You can book the Salesforce-AI-Specialist日本語 exam through the official registration channels below:
Exam delivery: Online proctored or onsite at authorized testing centers. Seats at popular test centers fill quickly, so schedule early once your preparation is on track.
Salesforce recommends the following training options for Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版) candidates:
Pair any course with the 157 practice questions from Actual4Exams to measure how ready you really are before paying the exam fee.
Yes. A free PDF demo of the Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版) questions is available, so you can check the question style and answer quality before you pay. Every purchase also includes 365 days of free updates, and if the product expires you can renew the update service at a 50% discount from your member zone.
If you take the corresponding Salesforce-AI-Specialist日本語 exam within 60 days of purchase and do not pass, you can apply for a full refund under the 100% Money Back Guarantee: submit a scan of your enrollment slip and your official Score Report (PDF) within 2 days of the exam date, and the claim is processed within 7 days. Attempts made within 3 days of purchase, downloads without an actual exam attempt, free materials, and expired orders are not eligible, and the candidate name must match the payer name. Prefer new material instead of a refund? You can exchange your purchase for two free products of equal value and keep the update service on your original product. As for delivery, the files are available for instant download and are also 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 can install the product on.
The official Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版) outline is organized into 5 domains. The first three are:
- Einstein Trust Layer — 15% of the exam
- Generative AI in CRM Applications — 17% of the exam
- Agentforce Tools — 23% of the exam
See the complete exam topics section above for the full outline and the weighting of every domain.
Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版) Sample Questions:
Prompt Builder の主な目的は何ですか?
- A. Salesforce 内のツールで、ユーザーにリアルタイムの AI を活用した提案やガイダンスを提供し、生産性と意思決定を向上させます。
- B. 開発者が Visual Studio Code で使用するツール。Apex プログラミングのプロンプトを作成し、開発者がより効率的にコードを記述できるように支援します。
- C. 企業が大規模言語モデル (LLM) の再利用可能なプロンプトを作成し、ワークフローに生成的な AI 応答をもたらすツール
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Universal Containers では、音声通話とビデオ通話の記録を分析して、競合他社の言及、コーチングの機会、その他の重要な情報に関する洞察を提供できるツールを必要としています。目標は、改善の余地と競合情報を特定することで、チームのパフォーマンスを向上させることです。
競合他社の言及やコーチングの機会に関する洞察を提供する機能はどれですか?
- A. 通話要約
- B. アインシュタインセールスインサイト
- C. エクスプローラーを呼び出す
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
Universal Containers (UC) では最近、サポート ケースの数が増加しています。その結果、UC はより多くのカスタマー サポート担当者を雇用し、進行中のケースの一部を新しい担当者に割り当て始めました。
新しいサポート担当者は、各ケースコメントを読まなくてもケースの詳細を理解するために、どの生成 AI ソリューションを使用すればよいでしょうか?
- A. アインシュタインの仕事の概要
- B. アインシュタイン販売概要
- C. アインシュタイン副操縦士
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どのビジネス要件が、Einstein Prompt Builder を活用するための適切なユースケースを示していますか?
- A. 提案依頼に対する返信をパーソナライズされた電子メールで送信します。
- B. ターゲットを絞ったマーケティング キャンペーンの潜在的価値の高いリードを特定します。
- C. 過去のデータに基づいて将来の売上傾向を予測します。
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Universal Container の内部監査チームは、生成されるプロンプトで住所情報が適切にマスクされているかどうかを確認するよう AI スペシャリストに依頼します。
AI スペシャリストは、Einstein Trust Layer 内のマスクされたデータのプライバシーをどのように検証する必要がありますか?
- A. プラットフォームのイベントログを確認する
- B. アドレスフィールドのデータ暗号化を有効にする
- C. AI監査証跡を検査する
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