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Generative AI Leader · Domain 2: Google Cloud's gen AI offerings · 35% of the exam

Task 2.3: Describe how Google Cloud's gen AI offerings improve the customer experience.

Search for customers with Agent Search and Google Search, and the customer experience products: CX Agent Studio, Agent Assist, Customer Experience Insights and Google Cloud Contact Center as a Service (the guide still says Customer Engagement Suite, Conversational Agents and Conversational Insights).

Study it

  • Search for customers: Agent Search and Grounding with Google Search

    Partly covered by: Retrieval-Augmented Generation

  • Gemini Enterprise for Customer Experience: CX Agent Studio, Agent Assist, Customer Experience Insights, CCaaS

    Lesson coming

Sample questions

Try each one before opening the answer. Every option is explained, with the Google Cloud documentation page that proves it.

Question 1 · choose 1

A travel company wants visitors to its own website to type natural-language questions and get relevant results plus AI-generated answers drawn from the company's pages and itinerary data. Which Google Cloud offering fits?

  1. AAgent Search
  2. BGemini Enterprise
  3. CGrounding with Google Search
  4. DCustomer Experience Insights
Show the answer and why
  • AAgent Search

    Correct

    Agent Search provides Google-quality search over your website and your structured or unstructured data, with AI-generated answers grounded in that data, and a widget to embed it in a site.

  • BGemini Enterprise

    Incorrect

    Gemini Enterprise gives a company's own employees search across internal systems; it is not a search box for public website visitors.

  • CGrounding with Google Search

    Incorrect

    Search grounding does not index the company's own pages and itinerary data.

  • DCustomer Experience Insights

    Incorrect

    CX Insights does not serve search results to website visitors.

Customer-facing search over your own website and data is Agent Search.

Question 2 · choose 1

A telecom company wants its human contact center representatives to see suggested replies and relevant knowledge articles in real time while they talk with customers. Which product provides this?

  1. ACX Agent Studio
  2. BCustomer Experience Insights
  3. CGoogle Cloud Contact Center as a Service
  4. DAgent Assist
Show the answer and why
  • ACX Agent Studio

    Incorrect

    CX Agent Studio is not a helper for human representatives during their calls.

  • BCustomer Experience Insights

    Incorrect

    CX Insights is not a live helper during the call.

  • CGoogle Cloud Contact Center as a Service

    Incorrect

    CCaaS is the full contact center platform and can include Agent Assist, but the real-time suggestion feature itself is Agent Assist.

  • DAgent Assist

    Correct

    Agent Assist gives customer care representatives in-the-moment assistance: generated responses, smart reply and knowledge assist.

Live help for a human representative during the conversation is Agent Assist's job.

Question 3 · choose 1

The head of customer operations at an insurer wants to know why customers call, how they feel during calls, and which conversations need a quality review, using thousands of recorded and transcribed interactions. Which product fits?

  1. AAgent Assist
  2. BCX Agent Studio
  3. CAgent Search
  4. DCustomer Experience Insights
Show the answer and why
  • AAgent Assist

    Incorrect

    Agent Assist is not the tool for analyzing thousands of past interactions.

  • BCX Agent Studio

    Incorrect

    CX Agent Studio does not report on call drivers across the contact center.

  • CAgent Search

    Incorrect

    Agent Search powers search and recommendations over content; it does not analyze sentiment in recorded calls.

  • DCustomer Experience Insights

    Correct

    CX Insights analyzes contact center data for sentiment, entities and call topics, flags interactions that need review, and gives managers KPIs and areas to improve.

Understanding conversations at scale, after they happen, is the job of Customer Experience Insights. The exam guide still calls it Conversational Insights, the product's name before January 2026.

Question 4 · choose 1

A bank wants a customer-facing virtual agent that chats naturally about products but always follows a fixed, auditable flow for identity verification. The team has agent designers but few developers. Which product fits?

  1. AAgent Assist
  2. BThe Gemini app
  3. CCX Agent Studio
  4. DCustomer Experience Insights
Show the answer and why
  • AAgent Assist

    Incorrect

    Agent Assist does not run a customer conversation on its own.

  • BThe Gemini app

    Incorrect

    The Gemini app is a general assistant for individuals, not a branded, controlled agent for the bank's customers.

  • CCX Agent Studio

    Correct

    CX Agent Studio is a minimal-code builder for agents that combine generative AI with deterministic functionality, so a free-flowing conversation can include a fixed verification step.

  • DCustomer Experience Insights

    Incorrect

    CX Insights does not run the conversation.

Hybrid agents mix generative and deterministic behavior; CX Agent Studio, the evolution of Dialogflow CX built on ADK, is where they are built for customer service. The exam guide still names the earlier product, Conversational Agents.

Question 5 · choose 1

A retailer wants one cloud-native contact center that queues and routes calls, chats and messages to the right teams, works alongside its CRM and uses Google's AI for virtual agents and agent assistance. Which offering fits?

  1. AAgent Search on the retailer's website
  2. BCustomer Experience Insights on its own
  3. CGemini Enterprise for all store employees
  4. DGoogle Cloud Contact Center as a Service
Show the answer and why
  • AAgent Search on the retailer's website

    Incorrect

    Agent Search powers search and recommendations; it does not route customer interactions.

  • BCustomer Experience Insights on its own

    Incorrect

    CX Insights analyzes conversations, but it is not a contact center that queues and routes them.

  • CGemini Enterprise for all store employees

    Incorrect

    Gemini Enterprise serves employees with search, assistance and agents; it is not a contact center platform.

  • DGoogle Cloud Contact Center as a Service

    Correct

    Google Cloud CCaaS is a full-stack contact center platform for queuing and routing interactions across voice and digital channels, built to work alongside CRMs and with Gemini Enterprise for CX products at its core.

CCaaS is the contact center itself; the AI products plug into it.

Question 6 · choose 1

A streaming service wants to recommend shows and films each viewer is likely to watch next, based on what its audience watches, tuned toward an objective such as engagement. Which offering fits?

  1. AAgent Assist knowledge suggestions
  2. BGrounding with Google Search
  3. CAgent Search media recommendations
  4. DAI Commerce Search product recommendations
Show the answer and why
  • AAgent Assist knowledge suggestions

    Incorrect

    Agent Assist supports human contact center representatives; it does not recommend content to viewers.

  • BGrounding with Google Search

    Incorrect

    Search grounding helps a model answer with web information; it does not personalize a catalog for each viewer.

  • CAgent Search media recommendations

    Correct

    Agent Search media recommendations deliver tailored recommendations for content such as videos and music, customized by optimization objectives.

  • DAI Commerce Search product recommendations

    Incorrect

    AI Commerce Search is built for ecommerce product catalogs; media content has its own media recommendations offering.

Agent Search has industry-specific options; media content gets media search and recommendations.

Question 7 · choose 1

An online fashion retailer wants shoppers to find products faster, with conversational filtering of broad queries, personalized recommendations and merchandising rules its ecommerce team can manage without developers. Which product fits?

  1. AAI Commerce Search
  2. BAgent Search media recommendations
  3. CCX Agent Studio
  4. DCustomer Experience Insights
Show the answer and why
  • AAI Commerce Search

    Correct

    AI Commerce Search provides Google-quality search, browse and recommendations for ecommerce, with conversational filtering and merchandising controls that non-developers can manage.

  • BAgent Search media recommendations

    Incorrect

    Media recommendations are built for content such as films and music, not product catalogs.

  • CCX Agent Studio

    Incorrect

    CX Agent Studio builds conversational agents for service; it is not the product search and recommendation engine.

  • DCustomer Experience Insights

    Incorrect

    CX Insights analyzes contact center conversations, not shopping behavior on the site.

For retail product discovery, the purpose-built product is AI Commerce Search, formerly Agent Search for commerce.

Question 8 · choose 1

A retailer wants AI agents that talk with shoppers and resolve service requests on their own, running before the holiday season, in weeks rather than after a long build. Which property of Gemini Enterprise for Customer Experience supports this?

  1. AIt offers real-time coaching for human representatives
  2. BIt offers analysis of data across customer operations
  3. CIt offers search, browse and recommendations for its site
  4. DIt offers prebuilt, configurable agents deployable in days
Show the answer and why
  • AIt offers real-time coaching for human representatives

    Incorrect

    Coaching supports human representatives while they talk with customers; the retailer wants agents that serve shoppers on their own.

  • BIt offers analysis of data across customer operations

    Incorrect

    Analysis helps managers improve service over time, but it does not put agents in front of shoppers.

  • CIt offers search, browse and recommendations for its site

    Incorrect

    Search, browse and recommendations help shoppers find products, but they do not resolve service requests as an agent.

  • DIt offers prebuilt, configurable agents deployable in days

    Correct

    Gemini Enterprise for CX introduces prebuilt and configurable agents developed with Google's latest Gemini models that can be deployed quickly, in days.

Prebuilt, configurable agents shorten time to value; customization comes on top of them rather than before them. The other parts of the offering support people, insight and search rather than serving customers on their own.

Question 9 · choose 1

A utility deploys a virtual agent built in CX Agent Studio to handle outage reports and billing questions. Which business outcome is this investment mainly meant to deliver?

  1. AReal-time coaching for every human representative on calls
  2. BMore routine inquiries resolved through self-service
  3. CSentiment trends across all past conversations
  4. DA searchable library of outage maps for the website
Show the answer and why
  • AReal-time coaching for every human representative on calls

    Incorrect

    In-the-moment coaching of human representatives is what Agent Assist provides.

  • BMore routine inquiries resolved through self-service

    Correct

    CX Agent Studio agents provide proactive, personalized self-service and take on a greater volume of inquiries, letting customer service representatives focus on more specialized calls.

  • CSentiment trends across all past conversations

    Incorrect

    Trend analysis of conversations is the role of Customer Experience Insights.

  • DA searchable library of outage maps for the website

    Incorrect

    Website search is an Agent Search use case, not the purpose of a virtual agent.

Self-service deflects routine volume; assistance helps humans; insights explain what is happening. Each product targets a different outcome.

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