Last updated: May 2026
— Generative AI Leader
Test your knowledge with official exam-style questions
Questions and options are shuffled each attempt
▶Generative AI Leader — Set 1: All Questions & Explanations
Full question text, answer options, and explanations for this practice set — a spoiler-free alternative is the interactive quiz above for scored, shuffled practice.
1. A team preparing for Generative AI Leader must demonstrate competency in Why Google. Which option best aligns with this official objective: Choosing Google Cloud?
- A. Choosing Google Cloud(correct)
- B. See all solutions
- C. Training and Certification
- D. Trust and security
Explanation: The correct answer maps directly to the official exam topic "Choosing Google Cloud" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
2. During readiness review for Generative AI Leader, an architect is evaluated on Why Google. Which action most directly addresses this official topic: Trust and security?
- A. Trust and security(correct)
- B. Google Cloud pricing
- C. See all solutions
- D. Contact sales
Explanation: The correct answer maps directly to the official exam topic "Trust and security" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
3. In a Google Cloud implementation scenario, which choice best satisfies the Why Google objective described as: Modern Infrastructure Cloud?
- A. Modern Infrastructure Cloud(correct)
- B. Choosing Google Cloud
- C. Google Cloud Tech on YouTube
- D. See all products
Explanation: The correct answer maps directly to the official exam topic "Modern Infrastructure Cloud" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
4. A project lead is mapping work items to Generative AI Leader exam objectives. Which option correctly represents the topic "Multicloud" under Why Google?
- A. Multicloud(correct)
- B. Community forums
- C. Google Cloud Tech on YouTube
- D. Developer Center
Explanation: The correct answer maps directly to the official exam topic "Multicloud" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
5. Which implementation focus is most consistent with the official Generative AI Leader objective in Why Google: Global infrastructure?
- A. Global infrastructure(correct)
- B. Google Cloud Tech on YouTube
- C. Contact sales
- D. Google Cloud pricing
Explanation: The correct answer maps directly to the official exam topic "Global infrastructure" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
6. A team preparing for Generative AI Leader must demonstrate competency in Why Google. Which option best aligns with this official objective: Customers and case studies?
- A. Customers and case studies(correct)
- B. Global infrastructure
- C. Google Cloud Affiliate Program
- D. Analyst reports
Explanation: The correct answer maps directly to the official exam topic "Customers and case studies" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
7. During readiness review for Generative AI Leader, an architect is evaluated on Why Google. Which action most directly addresses this official topic: Analyst reports?
- A. Analyst reports(correct)
- B. Choosing Google Cloud
- C. Contact sales
- D. Trust and security
Explanation: The correct answer maps directly to the official exam topic "Analyst reports" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
8. In a Google Cloud implementation scenario, which choice best satisfies the Why Google objective described as: Whitepapers?
- A. Whitepapers(correct)
- B. Contact sales
- C. Multicloud
- D. Training and Certification
Explanation: The correct answer maps directly to the official exam topic "Whitepapers" in domain "Why Google". The other options are valid Google Cloud topics but do not match this specific objective statement.
9. A project lead is mapping work items to Generative AI Leader exam objectives. Which option correctly represents the topic "See all products" under Products and pricing?
- A. See all products(correct)
- B. Choosing Google Cloud
- C. Contact sales
- D. Google Cloud Tech on YouTube
Explanation: The correct answer maps directly to the official exam topic "See all products" in domain "Products and pricing". The other options are valid Google Cloud topics but do not match this specific objective statement.
10. Which implementation focus is most consistent with the official Generative AI Leader objective in Products and pricing: See all solutions?
- A. See all solutions(correct)
- B. Global infrastructure
- C. Trust and security
- D. Code samples
Explanation: The correct answer maps directly to the official exam topic "See all solutions" in domain "Products and pricing". The other options are valid Google Cloud topics but do not match this specific objective statement.
11. A team preparing for Generative AI Leader must demonstrate competency in Products and pricing. Which option best aligns with this official objective: Google Cloud for Startups?
- A. Google Cloud for Startups(correct)
- B. Whitepapers
- C. Getting Started with Google Cloud
- D. Google Cloud Tech on YouTube
Explanation: The correct answer maps directly to the official exam topic "Google Cloud for Startups" in domain "Products and pricing". The other options are valid Google Cloud topics but do not match this specific objective statement.
12. During readiness review for Generative AI Leader, an architect is evaluated on Products and pricing. Which action most directly addresses this official topic: Google Cloud Marketplace?
- A. Google Cloud Marketplace(correct)
- B. Google Cloud pricing
- C. Getting Started with Google Cloud
- D. Customers and case studies
Explanation: The correct answer maps directly to the official exam topic "Google Cloud Marketplace" in domain "Products and pricing". The other options are valid Google Cloud topics but do not match this specific objective statement.
13. In a Google Cloud implementation scenario, which choice best satisfies the Products and pricing objective described as: Google Cloud pricing?
- A. Google Cloud pricing(correct)
- B. Global infrastructure
- C. Choosing Google Cloud
- D. Google Cloud Affiliate Program
Explanation: The correct answer maps directly to the official exam topic "Google Cloud pricing" in domain "Products and pricing". The other options are valid Google Cloud topics but do not match this specific objective statement.
14. A project lead is mapping work items to Generative AI Leader exam objectives. Which option correctly represents the topic "Contact sales" under Products and pricing?
- A. Contact sales(correct)
- B. Getting Started with Google Cloud
- C. Choosing Google Cloud
- D. Google Cloud Marketplace
Explanation: The correct answer maps directly to the official exam topic "Contact sales" in domain "Products and pricing". The other options are valid Google Cloud topics but do not match this specific objective statement.
15. Which implementation focus is most consistent with the official Generative AI Leader objective in Support: Community forums?
- A. Community forums(correct)
- B. Google Cloud Tech on YouTube
- C. Choosing Google Cloud
- D. Release Notes
Explanation: The correct answer maps directly to the official exam topic "Community forums" in domain "Support". The other options are valid Google Cloud topics but do not match this specific objective statement.
16. A team preparing for Generative AI Leader must demonstrate competency in Support. Which option best aligns with this official objective: Release Notes?
- A. Release Notes(correct)
- B. Whitepapers
- C. Google Cloud pricing
- D. Choosing Google Cloud
Explanation: The correct answer maps directly to the official exam topic "Release Notes" in domain "Support". The other options are valid Google Cloud topics but do not match this specific objective statement.
17. During readiness review for Generative AI Leader, an architect is evaluated on Support. Which action most directly addresses this official topic: System status?
- A. System status(correct)
- B. Google Cloud Tech on YouTube
- C. Google Cloud documentation
- D. Global infrastructure
Explanation: The correct answer maps directly to the official exam topic "System status" in domain "Support". The other options are valid Google Cloud topics but do not match this specific objective statement.
18. In a Google Cloud implementation scenario, which choice best satisfies the Resources objective described as: Getting Started with Google Cloud?
- A. Getting Started with Google Cloud(correct)
- B. Training and Certification
- C. Google Cloud pricing
- D. Cloud Architecture Center
Explanation: The correct answer maps directly to the official exam topic "Getting Started with Google Cloud" in domain "Resources". The other options are valid Google Cloud topics but do not match this specific objective statement.
19. A project lead is mapping work items to Generative AI Leader exam objectives. Which option correctly represents the topic "Google Cloud documentation" under Resources?
- A. Google Cloud documentation(correct)
- B. Global infrastructure
- C. Getting Started with Google Cloud
- D. Release Notes
Explanation: The correct answer maps directly to the official exam topic "Google Cloud documentation" in domain "Resources". The other options are valid Google Cloud topics but do not match this specific objective statement.
20. Which implementation focus is most consistent with the official Generative AI Leader objective in Resources: Code samples?
- A. Code samples(correct)
- B. Customers and case studies
- C. Global infrastructure
- D. See all solutions
Explanation: The correct answer maps directly to the official exam topic "Code samples" in domain "Resources". The other options are valid Google Cloud topics but do not match this specific objective statement.
21. A team preparing for Generative AI Leader must demonstrate competency in Resources. Which option best aligns with this official objective: Cloud Architecture Center?
- A. Cloud Architecture Center(correct)
- B. Google Cloud documentation
- C. See all products
- D. X (Twitter)
Explanation: The correct answer maps directly to the official exam topic "Cloud Architecture Center" in domain "Resources". The other options are valid Google Cloud topics but do not match this specific objective statement.
22. During readiness review for Generative AI Leader, an architect is evaluated on Resources. Which action most directly addresses this official topic: Training and Certification?
- A. Training and Certification(correct)
- B. See all products
- C. System status
- D. Modern Infrastructure Cloud
Explanation: The correct answer maps directly to the official exam topic "Training and Certification" in domain "Resources". The other options are valid Google Cloud topics but do not match this specific objective statement.
23. In a Google Cloud implementation scenario, which choice best satisfies the Resources objective described as: Developer Center?
- A. Developer Center(correct)
- B. Cloud Architecture Center
- C. Contact sales
- D. Google Cloud for Startups
Explanation: The correct answer maps directly to the official exam topic "Developer Center" in domain "Resources". The other options are valid Google Cloud topics but do not match this specific objective statement.
24. A project lead is mapping work items to Generative AI Leader exam objectives. Which option correctly represents the topic "X (Twitter)" under Engage?
- A. X (Twitter)(correct)
- B. System status
- C. Choosing Google Cloud
- D. Community forums
Explanation: The correct answer maps directly to the official exam topic "X (Twitter)" in domain "Engage". The other options are valid Google Cloud topics but do not match this specific objective statement.
25. Which implementation focus is most consistent with the official Generative AI Leader objective in Engage: Google Cloud on YouTube?
- A. Google Cloud on YouTube(correct)
- B. Contact sales
- C. Choosing Google Cloud
- D. Whitepapers
Explanation: The correct answer maps directly to the official exam topic "Google Cloud on YouTube" in domain "Engage". The other options are valid Google Cloud topics but do not match this specific objective statement.