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Exam Code: Generative-AI-Leader
Exam Title: Google Cloud Certified - Generative AI Leader Exam
Vendor: Google
Exam Questions: 45
Last Updated: March 9th,2026

Question 1

A large e-commerce company with a vast and frequently updated product catalog finds that customers struggle to find products on their website, and support agents spend too much time finding detailed product information. The company wants to improve search accuracy and efficiency for both customers and support. What Google Cloud solution should they use?

A. Vertex AI Conversation
B. Vertex AI Natural Language API
C. Pre-built RAG with Vertex AI Search
D. Vertex AI Model Garden

Correct Answer:C

Question 2

A large e-commerce company with a substantial product catalog and many support documents has customers struggling to find information on their website. This leads to high support costs and poor user experience. The company wants a Google Cloud solution to
improve website search and reduce support costs while improving customer satisfaction. What Google Cloud product should the company use?

A. Vertex AI Search
B. Vertex AI Platform
C. Google Shopping
D. Google Search

Correct Answer:A

Question 3

What will Google Cloud's Agent Assist help a company achieve?

A. The infrastructure to provide an enterprise-grade contact center solution with omnichannel support, routing, and integration with CRM systems.
B. The ability to analyze conversational data to identify customer sentiment, common topics of discussion, and insights into agent performance and customer experience.
C. The ability to provide real-time assistance and recommended responses to live customer service agents during their interactions.
D. The ability to build and deploy deterministic and generative chatbot agents for automated customer support.

Correct Answer:C

Question 4

An organization wants granular control over who can use and see their generative AI models and related resources on Google Cloud. Which Google Cloud security offering is specifically for this purpose?

A. Identity and Access Management
B. Secure-by-design infrastructure
C. Security Command Center
D. Workload monitoring tools

Correct Answer:A

Question 5

A large multinational corporation with geographically dispersed teams struggles with knowledge silos and inconsistent access to crucial internal information. What is a key business benefit of using Google Agentspace in this scenario?

A. Improved IT infrastructure management across offices.
B. Seamless knowledge sharing and collaboration across internal systems.
C. Enhanced data encryption and compliance for internal communications.
D. Automation of employee performance reviews using AI.

Correct Answer:B