Google Cloud Generative AI Leader exam domains explained

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The Google Cloud Generative AI Leader exam is split into 4 domains. Here is what each one covers, how much of the exam the provider says it is worth, and where to practise it.

• Section 1: Fundamentals of gen AI (30% of the exam)
  What generative AI is, what kinds of data it works with, how the pieces stack up from hardware to applications, and what the main Google models are good at.
• Section 2: Google Cloud's gen AI offerings (35% of the exam)
  The largest section. It is a product tour: which Google tool fits which business need, from ready-made assistants to building your own agents.
• Section 3: Techniques to improve gen AI model output (20% of the exam)
  How to get better answers from a model: write clearer prompts, ground it in trusted data, and adjust settings that make output more or less varied.
• Section 4: Business strategies for a successful gen AI solution (15% of the exam)
  Making gen AI work as a business project: a sensible rollout, keeping the system secure, and handling fairness and accountability.

Domain names, weights and topic lists come from the Google Cloud exam guide, checked 2 November 2026. Providers change their outlines, so confirm the current version before you book. The plain-English explanations are ours, not the provider’s. Not affiliated with, endorsed by or sponsored by any certification vendor or exam body. Certification names, exam codes and product names are trademarks of their respective owners and are used only to identify the exam a practice product prepares for. Our questions are original and are not actual exam questions.