Free certification learning · Google Cloud · GAIL
GAILGenerative AI Leader
Google Cloud Certified - Generative AI Leader
FoundationalAvailableFoundational (generative AI concepts, Google Cloud generative AI services, improving outputs, business strategy; implementation skills aren't tested)15–30 hours (rough estimate by this site)
For leaders in corporate planning, DX, IT and business departments who plan and drive generative AI adoption, and people at companies using Google Workspace and Gemini.
The exam has been updated to reflect product renames (rebranding). This course follows the product names in the exam guide (Gemini Enterprise Agent Platform (formerly Vertex AI), Agent Search, Agent Studio, etc.).
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No records yet. We recommend starting with 1. Study and practicing domain by domain.
Progress by domain
Domain weights are from the exam guide. Progress is your practice record in this browser.
| Domain (weight) | Questions | Practice progress | Action |
|---|---|---|---|
| Section 1: Fundamentals of generative AI約30% | 90 | Not answered | Practice |
| Section 2: Google Cloud's generative AI offerings約35% | 105 | Not answered | Practice |
| Section 3: Techniques to improve generative AI model output約20% | 60 | Not answered | Practice |
| Section 4: Business strategies for a successful generative AI solution約15% | 42 | Not answered | Practice |
Original question bank: 297 questions (multiple choice 12, ordering 2, minimal pairs 100, case studies 3 with 10 questions). Mock exam: 60 questions · 90 min. Uses the upper limit stated on the exam page: 60 questions, 90 minutes (the real exam has 50–60 questions).
Exam basics (checked 2026-10-10)
- Certification
- Google Cloud Certified - Generative AI Leader
- Exam
- Generative AI Leader（Google Cloud 認定資格）
- Level
- Foundational
- Role
- Leaders who plan and drive business transformation with generative AI (exam page: intended for people in any role, with or without hands-on technical experience)
- Duration
- 90 minutes (per exam page)
- Format
- 50–60 multiple-choice questions. Online proctored or at a test center (per exam page)
- Passing
- Not stated on the exam page
- Cost
- USD 99 (plus tax) (per exam page)
- Languages
- English, Japanese, Spanish, Portuguese
- Prerequisites
- No prerequisites (per exam page). The certification is valid for 3 years, with a renewal exam.
Reference links (checked 2026-10-10)
- Generative AI Leader exam page: https://cloud.google.com/learn/certification/generative-ai-leader
- Generative AI Leader exam guide (English, PDF): https://services.google.com/fh/files/misc/generative_ai_leader_exam_guide_english.pdf
- Generative AI Leader study guide (English, PDF): https://services.google.com/fh/files/misc/generative_ai_leader_study_guide_english.pdf
Facts on this page (names, exam codes, domains, weights, duration, passing score) are based on the public pages above and may change.
Notes (unofficial, original questions, no pass guarantee)
- The questions on this site are original practice questions written by this site based on publicly available skills outlines and exam guides. They are not actual exam questions.
- Google Cloud, Gemini, Vertex AI and Google Workspace are trademarks of Google LLC. This site is not affiliated with or endorsed by Google.
- This content is a study aid and does not guarantee a pass. Exam content, format and prerequisites may change without notice; always check the latest information on the official page before taking the exam.
- Your accuracy on the mock exam cannot be converted to the official (scaled) score and does not predict a pass or fail.
- Progress is saved only in this browser (localStorage) unless you sign in with Google to sync it. You can delete it from the Cookie & storage settings page (Japanese).