Free Gen AI Leader practice exam: Google Cloud exam guide
Domains, format, and cost of Google Cloud’s Generative AI Leader. How to practice with the Brains4Cloud guide, deep dive, and practice exam.
The Generative AI Leader is Google Cloud's certification focused on generative AI at the business and strategy level — not on technical implementation. It certifies that you understand how generative models work, what Google Cloud offers in this space (Gemini, Gemini Enterprise Agent Platform), and how to apply them responsibly in an organization.
What you need to know about the exam
| Questions | ~50-60 (multiple choice) |
| Duration | 90 minutes |
| Reference cost | USD 99 |
| Passing score | Pass/fail (Google doesn't publish a scaled score) |
| Validity | 3 years |
| Prerequisites | None |
Official domains
| Domain | Main content |
|---|---|
| Fundamentals of generative AI | Language models, training, limitations and capabilities |
| Google Cloud's generative AI offerings | Gemini, Agent Platform (formerly Vertex AI), Model Garden, agents |
| Techniques to improve generative AI model output | Prompt engineering, grounding/RAG, fine-tuning |
| Business strategies for a successful generative AI solution | Use cases, adoption, responsible AI, governance |
It's a more conceptual and strategic exam than a technical one: you won't find code syntax questions, but you will need a solid understanding of which model or approach (RAG, fine-tuning, prompting) fits the business case presented.
Common mistakes that make people fail
- ▸Studying it as a purely technical exam. The focus is on strategy and business application, not implementation.
- ▸Not clearly distinguishing RAG from fine-tuning and their cost and maintenance trade-offs. It's one of the most frequently asked topics, in case-study form.
- ▸Underestimating the trust and responsibility block. Governance, security, and model risk mitigation make up a full domain, not an appendix.
How to prepare with Brains4Cloud
- ▸Complete Gen AI Leader guide — a summary of the four domains focused on Gemini and Agent Platform.
- ▸Gen AI Leader Deep Dive — each topic broken down, including RAG, prompt engineering, and Google's SAIF secure AI framework.
- ▸Practice exam — original questions with an explanation for every option. Create your free account and start practicing.
Frequently asked questions
Do I need to know how to code? No, it's a conceptual and strategy exam — it doesn't assess code or the technical implementation of models.
Is it different from AWS's AIF-C01 or Microsoft's AI-901? Yes. Although all three cover generative AI, the Gen AI Leader has the most business- and adoption-strategy-oriented focus, while the AIF-C01 and AI-901 mix in more technical fundamentals.
Who is this certification for? Product, strategy, consulting, or technical leadership profiles who need to make informed decisions about generative AI adoption — not necessarily the people who will implement the models.
Put what you learned to the test
Original practice exams with detailed explanations. No brain dumps.