[2025年02月]更新のSalesforce Marketing-Cloud-Personalization問題集厳選された問題集でパスして、最短時間を目指そう
Salesforce Marketing-Cloud-Personalization試験問題集で[2025年最新] 練習 高合格率な試験問題集問題
Salesforce Marketing-Cloud-Personalization 認定資格は、顧客体験の個人化における専門知識を証明したいマーケティングプロフェッショナルにとって貴重な資格です。この認定資格は、プロフェッショナルのキャリアアップと収益増加に役立ちます。さらに、Salesforce Marketing-Cloud-Personalization 認定資格を持つ専門家を雇用する企業は、クライアントやステークホルダーに対して、優れたマーケティング体験を提供できる有資格な専門家チームを持っていることを示すことができます。
Salesforce Marketing-Cloud-Personalization試験は、Salesforce Marketing Cloudプラットフォームとその機能の深い理解を持つことが必要な、厳しい認定プログラムです。この認定は業界で高く評価され、個人のパーソナライズドマーケティング分野での専門知識を証明するものです。この認定は、専門家が就職市場で差別化し、キャリアアップの新しい機会を開くことができます。
質問 # 24
How quickly does Marketing Cloud Personalization synthesize and activate data to gauge and respond to an individual's in-the-moment intent, across channels?
- A. 1 minute
- B. 30 seconds
- C. 30 milliseconds
- D. 1 second
正解：C
解説：
Marketing Cloud Personalization synthesizes and activates data within30 milliseconds, enabling real-time personalization and decision-making across channels.
Reference: Salesforce Interaction Studio Real-Time Engagement Documentation.
質問 # 25
If you want to compare the completion of two objectives based on a filter, what report would you use?
- A. Goal comparison report
- B. Visitor behaviour report
- C. Referring sources report
- D. Goal completion report
正解：A
解説：
TheGoal Comparison Reportallows you to compare the completion rates of two objectives based on filters.
This report helps in understanding the relative performance of different goals under the same conditions.
Reference: Salesforce Interaction Studio Reports Guide.
質問 # 26
Which feature allows a business user to overlay campaign creation and editing directly on their website?
- A. Web Extension
- B. Javascript Beacon
- C. Web SDK
- D. Visual Editor
正解：D
解説：
TheVisual Editorin Interaction Studio allows business users to create and edit campaigns directly on their website using a simple overlay interface.
This feature enables non-technical users to manage personalization and campaigns without needing coding skills.
Reference: Salesforce Interaction Studio Documentation - Visual Editor Overview.
質問 # 27
The Sitemap is implemented to manage which channel solution?
- A. Email
- B. Mobile
- C. Web
- D. Server-side
正解：C
解説：
TheSitemapin Marketing Cloud Personalization is implemented to manage theWeb channel solution.
* It helps define key elements such as page types, content zones, and data capture points on the website for personalized web experiences.
References:
* Salesforce Interaction Studio Documentation - Sitemap
質問 # 28
Which role would the admin assign a user if they need to view everything in interaction studio and create, update, publish and delete campaigns and recipes?
- A. Campaign author
- B. Viewer
- C. Editor
- D. Campaign editor
正解：D
質問 # 29
How does interaction studio deliver technical value to marketers? [Check]
- A. By providing a cloud-based application designed to help salespeople sell smarter and faster
- B. By providing a cloud-based unified e-commerce platform with mobile, AI personalisation, order management capabilities, and related services for B2C
- C. By listening to customer signals, understanding customer intent, and acting accordingly
- D. By providing a platform to manage, schedule, create and monitor content
正解：C
解説：
Interaction Studio delivers technical value by enabling marketers to:
* Listento customer interactions across channels.
* Understandintent using AI and machine learning.
* Actin real time to deliver personalized experiences.
Reference: Salesforce Interaction Studio Technical Benefits Guide.
質問 # 30
What are the three primary areas of data stored in IS which represent a company's key business informative?
- A. Shadow catalog information
- B. Operational information
- C. Statstical tracking of KPI's
- D. User behaviour
- E. Employee performance
正解：A、B、D
解説：
The three primary areas of data stored in Interaction Studio include:
* User Behavior (Answer A):
* Tracks individual user actions and interactions across channels.
* Shadow Catalog Information (Answer C):
* Stores product, content, or service catalog data used for recommendations and personalization.
* Operational Information (Answer E):
* Represents system and business configurations necessary for running campaigns and tracking performance.
References:
* Salesforce Interaction Studio Documentation - Data Architecture
質問 # 31
How does Guardian determine the expected range for a given metric?
- A. Guardian queries the Data warehouse to establish logical the expected ranges
- B. Guardian uses upper and lower bounds set by the user for each metric.
- C. Guardian uses continuous machine learning to set predict the expected range
- D. Guardian comes with pre-built ranges for each metric, which cannot be configured
正解：C
解説：
Guardian in Salesforce Marketing Cloud Personalization (formerly Interaction Studio) is an anomaly- detection feature that monitors key metrics in your Personalization environment (e.g., impressions, clicks, add-to-cart events, revenue). Guardian compares real-time data against expected ranges to alert you if a potential anomaly is detected.
Below is how it determines the expected range:
* Historical Baseline and Machine Learning
* Guardian leverages historical data for each metric and applies machine learning algorithms to learn typical patterns. This includes seasonality, general traffic trends, and cyclical behaviors.
* As data is collected over time, Guardian refines the upper and lower thresholds for each monitored metric based on these learned patterns.
* Automated Threshold Adjustments
* Because Guardian is continuously learning, it adapts to new patterns in user behavior over time. If your site or campaign sees increased traffic due to a seasonal event or marketing push, Guardian will eventually absorb these changes into its baseline, allowing for more accurate anomaly detection.
* Real-Time Monitoring
* Guardian then uses these learned thresholds in real time. When a metric falls outside its expected bounds (too high or too low), Guardian flags this as a potential anomaly and can notify administrators or other stakeholders.
Salesforce Documentation References
* Salesforce Help:Monitor Metrics with Guardian
* Describes how Guardian uses machine learning to establish metric thresholds and detect anomalies.
* Salesforce Help:Analyzing Key Metrics
* Explains various ways to analyze metrics in Personalization, including how Guardian can highlight anomalies.
Why the Other Options Are Not Correct
* B. Guardian comes with pre-built ranges for each metric, which cannot be configured
* Incorrect. Guardian does not rely on unchanging static thresholds; it dynamically learns from your data.
* C. Guardian uses upper and lower bounds set by the user for each metric
* Partially correct in a custom scenario where manual thresholds can be set, but by default, Guardian's key benefit is its automated, machine-learning-driven approach.
* D. Guardian queries the Data Warehouse to establish logical expected ranges
* While Guardian does rely on your platform's data, it's not just a raw query. It uses machine learning models to understand patterns and anomalies rather than simply performing manual logic-based queries.
質問 # 32
What are the components of an Marketing Cloud Personalization web campaign?
- A. Affinity, infobar, and attribution window
- B. Email capture, homepage, and product requisite
- C. Experience, template, and content zone
- D. Configured recipe, visitor profile, and content window
正解：C
質問 # 33
What is the best practice naming convention for attributes?
- A. Upper_snake_case
- B. UpperCamelCase
- C. lowerCamelCase
- D. Lower_snake_case
正解：B
質問 # 34
A marketer would like to display the most common products purchased by previous buyers along with the main item on a product page, which ingredient would they need to use in the recipe?
- A. Co-Browse
- B. Co-Buy
- C. Trending
- D. Similar Items
正解：B
解説：
* TheCo-Buyingredient in a recipe identifies and displays products commonly purchased together.
* On a product page, it can recommend complementary items based on the main product being viewed.
References:
* Salesforce Interaction Studio Documentation - Recipes and Ingredients
質問 # 35
What are three areas a business user can apply custom catalog dimensions?
- A. Campaign targeting
- B. Segmentation
- C. Reporting
- D. Recipe exclusions and boosting
- E. Template filtering
正解：B、C、D
解説：
In SalesforcePersonalization(formerly Interaction Studio) or other Industry-specific Marketing Cloud extensions, you can configurecustom catalog dimensions(sometimes called "catalogattributes" or
"dimensional data") for products, content, or other catalog objects. Once configured, these additional attributes become available throughout the platform for various use cases.
Below are the three core areas (from the listed options) where a business user can leverage these custom catalog dimensions,along with Salesforce documentation references:
1. Segmentation
* How It Works
* Custom catalog dimensions allow you to define attributes (like product color, brand, or style) and then use these attributes insegment criteria. For example, if you create a dimension called
"Brand," you can build a segment of visitors who have viewed or purchased items where Brand =
X.
* Why This Matters
* By leveraging catalog-driven segments, you can more precisely target audiences based on the items they browse or purchase.
* Salesforce Reference
* Salesforce Help:Segment Builder OverviewExplains how to build segments using catalog attributes (dimensions).
2. Reporting
* How It Works
* Custom catalog dimensions can appear asbreakdownsordimension filtersin certain Personalizationreports and dashboards. For instance, you might see reporting that shows conversion, clicks, or revenue segmented by a custom dimension like "Category" or "Brand".
* Why This Matters
* Analyzing performance metrics by these custom dimensions provides deeper insight into how different attributes perform (e.g., which brand sells best, which category has the highest click- through rate, etc.).
* Salesforce Reference
* Salesforce Help:Analytics and Reporting in PersonalizationIllustrates how catalog dimensions can be used in various analytics views.
3. Recipe Exclusions and Boosting
* How It Works
* Recipes(the rule sets and algorithms that generate personalized recommendations) can use custom dimensions toexcludecertain items orboostothers. For example, you might boost items with Sustainability = "EcoFriendly" or exclude products where Brand = "CompetitorBrand".
* Why This Matters
* This gives merchandisers or marketers fine-grained control over product recommendations, ensuring the right products are shown (or hidden) based on business goals and strategies.
* Salesforce Reference
* Salesforce Help:Recipe Builder OverviewExplains how to create and configure recipes to boost or exclude items using custom catalog dimensions.
質問 # 36
What is the interaction studio terminology for the collection of products and content as well as related categories and tags - such as brand, gender, style, keyword and author?
- A. Channel
- B. Dimensions
- C. Directory
- D. Catalog
正解：B
質問 # 37
Where can a developer access pre-built Global Templates?
- A. From code examples in developer docs
- B. Templates menu under the web Campaign menu in the U
- C. From the Templates list when building a campaign
- D. View List Template option in the Launcher
正解：B
質問 # 38
What can you learn from segment compare on the segment detail tab?
- A. To view individual users that are part of the segment
- B. To compare users, engagement activity and other actions across segments displayed
- C. To understand view time purchases attributes revenue by category
- D. To understand what campaign use the segment for targeting
正解：B
解説：
TheSegment Comparefeature in Interaction Studio provides insights by comparing user behaviors, engagement levels, and other actions across multiple segments.
It helps marketers understand how different segments perform relative to each other.
Reference: Salesforce Interaction Studio Segment Detail Tab Guide
質問 # 39
Which three components of a server side campaign can be defined by a business user?
- A. Promoted content
- B. Campaign rendering
- C. Experience rules
- D. User attributes
- E. Campaign responses
正解：A、C、D
質問 # 40
What ingredient could a marketer use as a backup in the event that the recipe serves too few or no items?
- A. Co-Browse
- B. SmartBundle
- C. Co-Buy
- D. Trending
正解：C
質問 # 41
What two fields can a web developer specify for defining a Content Zone?
Choose 2 answers
- A. The name of the Content Zone.
- B. The associated page type
- C. The CSS selector of the DOM element.
- D. The dimensions of the Content Zone.
正解：A、C
解説：
* The CSS selector of the DOM element (Answer A):
* Identifies the exact HTML element on the page where the content will render.
* The name of the Content Zone (Answer D):
* Provides a unique identifier for the zone, used in campaign setup and tracking.
References:
* Salesforce Marketing Cloud Documentation - Defining Content Zones
質問 # 42
A brand wants to do an ad-hoc export of a new user-defined attributes, what option would they choose?
- A. The option to send segment date to Marketing Cloud
- B. The option to exclude anonymous fields on a segment export
- C. The option to include built-in fields on a segment export
- D. The option to include all custom fields on a segment export
正解：D
解説：
When exporting user-defined attributes, selecting theoption to include all custom fieldsensures that all newly created custom attributes are part of the export.
This functionality is especially useful for ad-hoc data exports to analyze or integrate additional user data.
Reference: Salesforce Interaction Studio Segment Export Guide.
質問 # 43
How does interaction studio deliver technical value to marketers? [Check]
- A. By providing a cloud-based application designed to help salespeople sell smarter and faster
- B. By providing a cloud-based unified e-commerce platform with mobile, AI personalisation, order management capabilities, and related services for B2C
- C. By listening to customer signals, understanding customer intent, and acting accordingly
- D. By providing a platform to manage, schedule, create and monitor content
正解：C
質問 # 44
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