Salesforce Marketing-Cloud-Personalization Exam (page: 5)
Salesforce Marketing Cloud Personalization Accredited Professional
Updated on: 13-Dec-2025

What are the three types of ingredients available for a recipe?

  1. Catalog-based and Trending
  2. Recommendations
  3. Co-Occurrence
  4. Machine Learning
  5. Promotions

Answer(s): A,B,C

Explanation:

Within the context of Salesforce Marketing Cloud's Interaction Studio (formerly Evergage), "recipes" are pre-built configurations for personalized recommendations. These recipes utilize different types of "ingredients" to determine which items to recommend. Let's break down the correct options:
A . Catalog-based and Trending
Verified: This is a type of ingredient used in Interaction Studio recipes.

Catalog-based: This ingredient leverages data from your product or content catalog. It can recommend items based on various catalog attributes like:
Category: Recommending items from the same or related categories as items the user has viewed or interacted with.
Attributes: Recommending items that share specific attributes (e.g., color, brand, size) with items the user has shown interest in.
Keywords: Recommending items whose descriptions or metadata match keywords derived from user behavior.
Trending: This ingredient considers the overall popularity or trending status of items within your catalog, often within a specific timeframe (e.g., "Trending in the last 7 days").
Salesforce Marketing Cloud


Reference:

Interaction Studio Recipes: The Interaction Studio documentation describes the various recipe types and the ingredients they use.

B . Recommendations
Verified: This is a broad category encompassing ingredients that generate recommendations based on various algorithms.



Which three components of a recipe are optional when configuring a new algorithm?

  1. Decisions
  2. Ingredients
  3. Variation
  4. Boosters
  5. Exclusions

Answer(s): C,D,E

Explanation:

When configuring a new recipe algorithm, the following components are optional:
Boosters (Answer D):
Allows prioritizing specific items based on business goals, such as promoting higher-margin products.
Exclusions (Answer E):
Filters out certain items or categories from being recommended.
Variation (Answer C):
Enables A/B testing by creating multiple variations of a recipe to optimize performance.


Reference:

Salesforce Interaction Studio Documentation - Recipe Configuration



What are IS machine learning powered algorithms called?

  1. Machine Learning Tools
  2. Einstein Recipe
  3. Einstein Decisions
  4. Data Science Workbends

Answer(s): B

Explanation:

Einstein Recipes are the machine-learning-powered algorithms used in Interaction Studio (IS) to deliver personalized recommendations.
These recipes allow businesses to customize AI models to align with their specific goals.


Reference:

Salesforce Interaction Studio Documentation ­ Einstein Recipes Overview.



What is the maximum number of user attributes you can setup per dataset?

  1. 100
  2. 50
  3. 250
  4. 500

Answer(s): A



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?

  1. Viewer
  2. Campaign editor
  3. Editor
  4. Campaign author

Answer(s): C

Explanation:

The Editor role in Interaction Studio provides permissions to view, create, update, publish, and delete campaigns and recipes.
This role is ideal for users who require comprehensive access to manage campaigns and AI-powered personalization.

In Salesforce Marketing Cloud Personalization (Interaction Studio), the Editor role provides the necessary permissions to:
View all data and activities within Interaction Studio.
Create, update, publish, and delete campaigns.
Manage and edit recipes and other configuration elements. This role is ideal for users who need comprehensive access for both viewing and managing campaigns and recipes.


Reference:

Salesforce Interaction Studio Roles and Permissions Documentation.



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