MB-910 Describe Dynamics 365 Customer Insights Practice Test 5 — 15 Questions

Question 1

A marketing manager at a retail company uses Dynamics 365 Customer Insights - Journeys to design a customer journey. They want to send a follow-up email only to customers who clicked a link in an initial promotional email. Which type of element should they add to the journey canvas to achieve this?

Choose an answer to begin — your selection is scored in the full session.

Accepted Answer

A trigger tile that fires on email link click. The journey must react to a customer's click on a link in a prior email. In Customer Insights - Journeys, a trigger tile can be set to fire when a specific link is clicked, enabling conditional branching. This ensures only customers who clicked receive the follow-up. Other elements like wait tiles or if/then branches do not evaluate email link clicks.

Answer

A trigger

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A wait tile

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An if/then branch

Question 2

A marketing team at a furniture retailer uses Dynamics 365 Customer Insights - Journeys. They want to create a customer journey that sends a follow-up email only to customers who clicked a link in the initial promotional email, and they want to ensure the journey stops for anyone who makes a purchase. Which combination of journey elements should they use to meet these requirements?

Accepted Answer

Use a trigger that fires when the initial email is sent, add an if/then branch that checks for a click interaction, send a follow-up email in the yes branch, and add a condition that checks for a purchase event to exit the journey.. The requirement is to send a follow-up email only to customers who clicked and to stop the journey for those who purchase. Using a trigger to start the journey, branching on click interaction, and adding a purchase condition to exit achieves this. The other options either do not filter for clickers effectively or do not dynamically stop the journey upon purchase.

Answer

Use a segment to define the audience, add an email tile, then add an if/then branch that checks if the customer clicked the link, followed by another email tile for clickers and a suppression for purchasers.

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Use a trigger to start the journey, add a segment as the audience, and include a condition that checks for a purchase event.

Answer

Use a trigger for the initial email, add a wait tile, then an if/then branch that checks for a click interaction, followed by an email tile for clickers, and finally a suppression segment for purchasers.

Question 3

A retail company uses Dynamics 365 Customer Insights – Data to unify customer data from multiple sources. The marketing team wants to use the unified profiles to create personalized campaigns. Which two actions can they perform with the unified customer profiles? (Choose two.)

Accepted Answer

Use the profiles to train machine learning models for predictive analytics within Customer Insights – Data.. Unified profiles in Customer Insights – Data are used to create segments that can be exported to Customer Insights – Journeys for personalized campaigns, and they serve as the basis for AI-driven predictions. They are not directly editable, do not support write-back, and are not used for manual task assignment.

Answer

Directly modify the unified profiles to correct data errors in the source systems.

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Use the profiles to create Power Apps that write back to the source systems.

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Manually assign profiles to sales representatives for follow-up.

Question 4

A customer insights administrator is configuring Dynamics 365 Customer Insights - Data to enrich customer profiles with demographic data from a third-party provider. They want to ensure that the enrichment process runs automatically after each data refresh. What should they do?

Accepted Answer

Create an enrichment in the Enrichment section and configure it to run on a schedule.. To automatically enrich customer profiles after each data refresh, you configure an enrichment in the Enrichment section and set it to run on a schedule. This is the native capability for adding demographic data from third-party providers. Segments, data sources, and Power Automate are not designed to schedule enrichments in this manner.

Answer

Create a segment that includes all customers and add the enrichment as a condition.

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Use Power Automate to trigger an enrichment flow after each data refresh.

Answer

Configure a data source that connects to the third-party provider and set it to refresh on a schedule.

Question 5

A marketing coordinator at a fitness apparel company uses Dynamics 365 Customer Insights - Journeys. The coordinator wants to send a promotional email to customers who have not made a purchase in the last 90 days, using the unified customer profiles built in Customer Insights - Data. What should the coordinator do to make those unified profiles available for targeting in the journey?

Accepted Answer

Export the unified profiles from Customer Insights - Data to Customer Insights - Journeys. Unified profiles built in Customer Insights - Data become usable for targeting in Customer Insights - Journeys only after they are exported or otherwise made available to the Journeys environment. That export step enables the coordinator to create a segment of customers inactive for 90 days and use it in the promotional journey.

Answer

Create a new data source in Customer Insights - Data that points to the Journeys environment

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Configure a Customer Voice survey to identify inactive customers

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Build a Power BI report on the unified profiles and share it with the marketing team

Question 6

A customer insights administrator at a regional bank is configuring real-time data ingestion from their mobile app to update customer profiles instantly. They need to ensure that the unified customer profiles reflect the latest interactions without waiting for scheduled batch refreshes. Which Dynamics 365 Customer Insights capability should they use?

Accepted Answer

Streaming ingestion via the Customer Insights API. Streaming ingestion via the Customer Insights API is the correct choice because it enables near real-time data ingestion, ensuring that unified customer profiles are updated instantly as mobile app interactions occur. This capability is essential for scenarios requiring low-latency updates, such as a bank needing to reflect the latest customer activities without batch delays.

Answer

Scheduled batch import using Azure Data Lake Storage

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Real-time ingestion with the Microsoft Dataverse connector

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Manual data upload through the Customer Insights portal

Question 7

A company uses Dynamics 365 Customer Insights - Data to create a unified customer profile. They want to enrich the unified profiles with additional attributes to improve segmentation and personalization. Which two methods can they use to enrich customer profiles with external data? (Choose two.)

Accepted Answer

Use the Microsoft Power Query connector to import data from an external source.. Customer Insights - Data provides two main ways to enrich unified profiles with external data: using Power Query connectors to import data from various sources, and using the built-in enrichment feature to connect to third-party data providers. These methods append new attributes to profiles, enabling better segmentation and personalization.

Answer

Create a measure that calculates new attributes from existing data.

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Manually upload a CSV file containing additional customer attributes.

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Define a relationship between the unified customer entity and an external data entity.

Question 8

A customer service manager wants to view a unified timeline of all interactions for a specific customer, including emails, phone calls, and purchases, directly within Dynamics 365 Customer Insights. Which feature should they use?

Accepted Answer

Customer timeline. The customer timeline is the feature that consolidates all interactions from various sources into a single, chronological view for an individual customer. It allows service managers to see emails, calls, purchases, and other activities in one place, providing a complete picture of the customer journey. This is essential for personalized service and support.

Answer

Segment insights

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Measure definitions

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Customer card

Question 9

A retail company uses Dynamics 365 Customer Insights - Data to create segments for targeted marketing. They want to create a segment of customers who have purchased in the last 30 days and have a loyalty tier of Gold. Which two types of data should they use in the segment builder to achieve this?

Accepted Answer

Customer profile attributes and measures. To create a segment based on loyalty tier and recent purchase, the segment builder should use customer profile attributes for the tier and a measure for the last purchase date. Measures can calculate recency, while attributes provide static values. Other combinations do not directly provide both required data types.

Answer

Measures and enrichment data

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Measures and activities

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Customer profile attributes and segments

Question 10

A marketing team wants to create a segment in Dynamics 365 Customer Insights - Data that includes customers who have made a purchase in the last 30 days and have a loyalty tier of Gold. Which type of segment should they create?

Accepted Answer

Dynamic segment. The requirement includes a time-based condition (purchase in the last 30 days) and an attribute condition (Gold loyalty tier). A dynamic segment is defined by a query that automatically refreshes, ensuring the segment always reflects current data. Static, compound, and manual segments do not provide this automatic, condition-based updating.

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Manual segment

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Compound segment

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Static segment

Question 11

A company wants to use Dynamics 365 Customer Insights to create a unified customer profile. The data sources include a CRM system, a loyalty program database, and web analytics. What is the first step they should take?

Accepted Answer

Configure data sources and ingest data. In Dynamics 365 Customer Insights, the first step to creating a unified customer profile is to configure data sources and ingest data. Without data ingestion, there is no customer data to unify, segment, or analyze. This foundational step connects the CRM system, loyalty program database, and web analytics to the platform, enabling subsequent unification and segmentation.

Answer

Define unification rules

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Set up connections to Power BI

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Create a customer segment

Question 12

A marketing team notices that a segment based on 'high-value customers' returns fewer records than expected. The segment criteria include 'Total Purchase Amount > $500' and 'Last Purchase Date within 90 days'. The data source is updated nightly. What is the most likely cause?

Accepted Answer

The segment was not refreshed after data update. The segment criteria are evaluated against the data at the time the segment is created or last refreshed. Since the data source updates nightly, the segment must be manually or automatically refreshed to incorporate the new data. If the segment was not refreshed after the nightly update, it would still reflect the older, smaller dataset, resulting in fewer records than expected.

Answer

The data source credentials are expired

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The segment includes too many conditions

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The customer profiles are not unified

Question 13

A manager wants to understand the lifetime value of customers and predict future purchases. Which capability of Dynamics 365 Customer Insights should they use?

Accepted Answer

Predictive models. Predictive models in Dynamics 365 Customer Insights use machine learning to analyze historical customer data, calculate lifetime value (CLV), and forecast future purchase behavior. This directly matches the manager's need to understand customer value and predict future actions, making option C the correct choice.

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Segmentation

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Data profiling

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Data sources

Question 14

Which feature in Dynamics 365 Customer Insights allows you to combine data from multiple sources into a single customer view?

Accepted Answer

Data unification. Data unification in Dynamics 365 Customer Insights is the feature specifically designed to combine data from multiple sources—such as CRM, ERP, and transactional systems—into a single, unified customer profile. It uses matching and merging rules to identify and consolidate records that represent the same customer, resolving duplicates and creating a 360-degree view. This is the core mechanism for achieving a single customer view from disparate data sources.

Answer

Data export

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Data profiling

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Data transformation

Question 15

A Customer Insights administrator receives an error when trying to ingest a CSV file from Azure Blob Storage. The error message says 'Access denied'. What is the most likely cause?

Accepted Answer

The connection string or SAS token is invalid or expired. The 'Access denied' error when ingesting a CSV file from Azure Blob Storage into Dynamics 365 Customer Insights indicates that the service cannot authenticate to the storage resource. The most common cause is an invalid or expired connection string or Shared Access Signature (SAS) token, as these credentials are required for secure access to Azure Blob Storage. Without valid credentials, Customer Insights cannot read the file, regardless of its format, size, or schema.

Answer

The CSV format is incompatible

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The CSV file is too large

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The schema does not match the mapping