Google Cloud Generative AI Leader Exam: Practice Tests 2026

Google Cloud Generative AI Leader Exam: Practice Tests 2026

This practice test series is expertly designed to prepare learners for the Google Cloud Generative AI Leader certification. Each test mirrors the real exam format, offering scenario-based questions that challenge your understanding of generative AI concepts as outlined below.

Why should you take this course ?

1. Real Exam Simulation

Experience the pressure and pacing of the actual exam with realistic questions and timed sections that mirror the real test environment.

2. Boost Confidence & Performance

Perfect for last-minute prep or deep review, these tests help learners identify weak areas and build the confidence they need to succeed.

3. Unlimited Retakes

Practice as many times as needed. Each attempt helps reinforce learning and track progress over time.

4. Designed by Experts

Designed by ML professionals with deep subject knowledge and exam experience, ensuring high-quality, up-to-date content.

What did we cover in the practice tests:

Section 1: Fundamentals of gen AI (~30% of the exam)

• Understand Core Generative AI Concepts

• Explore Machine Learning Approaches

• Master the ML Lifecycle with Google Cloud Tools

• Select the Right Foundation Model for Business Needs

• Discover Real-World Gen AI Applications

• Work with Diverse Data Types & Quality Standards

• Understand Data Types in Generative AI

• Emphasize Data Quality & Accessibility

• Explore the Gen AI Technology Stack

• Recognize Business Implications of Gen AI Layers

• Discover Google’s Foundation Models

Section 2: Google Cloud’s gen AI offerings (~35% of the exam)

• AI-First Innovation Strategy

• Enterprise-Grade AI Platform

• Integrated AI Ecosystem

• Open & Flexible Development

• AI-Optimized Infrastructure

• Prebuilt Gen AI Tools

• Enhanced Customer Experience

• Developer Empowerment & Agent Tooling

Section 3: Techniques to improve gen AI model output (~20% of the exam)

• Recognize Foundation Model Limitations

• Apply Mitigation Strategies

• Monitor & Evaluate Continuously

• Master Prompt Engineering

• Use Advanced Prompting Techniques

• Understand Grounding in LLMs

• Leverage Google Cloud Grounding Tools

• Control Model Behavior

Section 4: Business strategies for a successful gen AI solution (~15% of the exam)

• Explore Gen AI Solution Types

• Assess Business & Technical Needs

• Implement & Integrate Gen AI

• Measure Impact of AI Initiatives

• Ensure Secure AI Practices

• Promote Responsible AI

About this certification exam:

Length: 90 minutes

Content: Exam guide

Registration fee: $99 (plus tax where applicable)

Languages: English, Japanese

Exam format: 50-60 multiple choice questions

Exam delivery method: Online-proctored or onsite-proctored

Validity period: 3 years

Prerequisites: None

Certification renewal: Candidates may renew their certification within the renewal eligibility period. For more information about the renewal process, eligibility period, and certification validity timeline, please refer to the Renewal FAQs below.