
May-2026 AD0-E605 Study Material, Preparation Guide and PDF Download
Free AD0-E605 Certification Sample Questions with Online Practice Test
NEW QUESTION # 17
A data architect is working for a global marketing agency that utilizes Adobe Experience Platform to manage and analyze client data. The architect's team is responsible for designing schemas that define the structure and format of various data sets.
One day, a client requests changes to an existing schema to accommodate new data points they want to capture for their customer profiles. The architect needs to ensure that the schema evolution principles are followed while making the necessary updates.
Which two changes to a schema are considered breaking changes when data is already loaded within Adobe Experience Platform? (Choose two.)
- A. Adding new fields to the schema to capture additional data
- B. Renaming an existing field in the schema
- C. Enabling the schema to participate in Profile
- D. Removing a previously defined field from the schema
Answer: B,D
NEW QUESTION # 18
A data architect is building an XDM Experience Event Schema for loading event data from the Adobe Experience Platform (AEP) Web SDK. The data is intended to be used in the Real-Time customer profile and requires a primary identity to be present in the schema. The architect wants to be able to store both ambiguous and authenticated web data.
Does the data architect need to select a field as a primary identity?
- A. No, the primary identity will already be in the identity map.
- B. No, a field on the schema will automatically be marked.
- C. Yes, the architect will select the identity map and mark it as primary.
- D. Yes, the architect will select a field from the schema and mark it as primary.
Answer: A
NEW QUESTION # 19
A financial services firm uses Adobe RT-CDP to unify customer data from multiple sources, including credit card activity, email interactions, and website visits. What combination of features is critical for accurate profile assembly?
- A. Real-time activation without identity stitching.
- B. Probabilistic identity resolution and edge profiles.
- C. Static schemas and batch ingestion workflows.
- D. Deterministic identity resolution and the Identity Graph.
Answer: D
NEW QUESTION # 20
A customer has an ongoing scheduled batch dataflow (S3 source connector) that runs in every 8 hours starting
2 PM UTC. The customer requested for a schedule update to change the start time to 3 PM UTC and to run in every 6 hours. Which is the best possible solution to achieve that?
- A. Disable the existing dataflow and create a new dataflow with requested schedule (backfill enabled)
- B. From dataflow UI update the scheduler (start time & frequency) of the existing dataflow
- C. Disable the existing dataflow and create a new dataflow with requested schedule (backfill disabled)
- D. Use Flow Service API to patch update the scheduler (start time & frequency) of the existing dataflow
Answer: D
Explanation:
In Adobe Experience Platform, theDataflow User Interface (UI)currently has limitations regarding the modification of an active dataflow's schedule once it has been established. To update the "start time" and
"frequency" of an existing batch dataflow without deleting it and losing historical context, theFlow Service APImust be used.
By performing aPATCH requestto the /flows endpoint, a developer can update the schedule object within the dataflow's JSON definition. This approach is superior to Options A and C because it maintains the existing dataflow ID and configuration, avoiding the "double ingestion" or "gaps" that can occur when creating new dataflows. Option B is incorrect as the current UI allows for very limited schedule edits (often only frequency, but not the base start time for certain connectors). Using the Flow Service API is the most efficient and
"clean" solution, ensuring that the S3 source connector continues to function with the updated requirements of
6-hour intervals starting at 3 PM UTC while preserving all lineage and monitoring history.
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NEW QUESTION # 21
What are characteristics of Adobe RT-CDP's Real-Time Customer Profile? (Select two.)
- A. Real-time updates from streaming data.
- B. Exclusive support for batch processing.
- C. Unified view of customer data across sources.
- D. Only structured data integration.
Answer: A,C
NEW QUESTION # 22
A customer needs to exclude profiles from re-entering an audience once they have already been in the audience. How can this be achieved?
- A. Use Segment Membership > Status = "Entity is exited" the segment" logic in audience rule to filter only the realized audiences
- B. Use Segment Membership > Status = "Entity is realized" in the segment logic in audience rule to filter only the realized audiences
- C. Use Segment Membership.valid Until next 24 hours logic in audience rule to filter only the realized audiences
- D. Use Segment Membership > last qualification time in last 24 hours logic in audience rule to filter only the realized audiences
Answer: B
Explanation:
In Adobe Real-Time CDP, managing the lifecycle of an individual within an audience is handled through Segment Membershipattributes. To prevent a profile from re-entering an audience (essentially creating a
"one-time entry" rule), the marketer must leverage theStatusfield of the Segment Membership object.
When a profile qualifies for a segment, its status for that specific segment ID becomes"Existing"or
"Realized". By adding a rule to the segment definition that checks if the profile's status is already "Realized," you can effectively filter the audience. To prevent re-entry, the logic would involve checking if a profilehas everbeen realized in that segment. In the Segment Builder, this is typically achieved by dragging the
"Segment Membership" folder into the canvas and specifying that the status must NOT be equal to "Exited" or checking if the specific "Realized" state has been reached previously.
Option B is the most direct technical answer for identifying those who have already entered the segment.
Option A is incorrect because qualification time only looks atwhenthey joined, not their state of membership.
Option C would identify people who have left the segment, which might not be enough to prevent re-entry if they are currently in a "void" state. Option D refers to TTL (Time-to-Live) settings, which govern how long a profile remains in a segment but does not inherently block re-entry logic. Using membership status allows for persistent suppression based on historical qualification.
NEW QUESTION # 23
A customer is looking to implement the Adobe Real-Time CDP (RTCDP) platform and has a number of customers who have agreed to have their data collected for personalization, but have opted out to have their data shared with a third party.
How should the data engineer create the related objects to be compliant with the Adobe RTCDP data collection policy?
- A. Create a profile-enabled dataset based upon a schema which contains a privacy and consent field group and apply the C2 label
- B. Create a profile-enabled dataset and configure the Opt-in privacy preference using Adobe Data Collections and apply the C2 label
- C. Create a profile-enabled dataset and use data collection to stream data into advertising details based on field group and apply the C2 label
- D. Create a dataset without a privacy and consent field group and use manual policies for compliance
Answer: A
NEW QUESTION # 24
A marketer has been tasked with a last-minute request to create an audience within Real-Time CDP for activation through Adobe Campaign and Facebook. The marketer uploads a file that contains the relevant data of the customers to create an audience for the Real-Time Customer Profile. How long will it take for the audience to be activated into Adobe Campaign and Facebook?
- A. Within 48 hours after creation
- B. Immediately after creation
- C. Within the next 24 hours
- D. Audience must be manually activated
Answer: C
NEW QUESTION # 25
An administrator of a multinational corporation is configuring attribute-based access control (ABAC) within Adobe RTCDP for the purpose of restricting data access based on both geographical location and department.
Which two steps are essential in this ABAC configuration? (Choose two.)
- A. Include all attributes in every access policy for validation
- B. Define geographical locations and departments as attributes
- C. Incorporate the labels in access policies specific to the corresponding roles
- D. Assign the defined labels to the relevant user roles
Answer: B,C
Explanation:
ImplementingAttribute-Based Access Control (ABAC)for granular restrictions like geography and department requires a structured metadata approach. The first essential step is todefine the geographical locations and departments as attributes (Option D)within the XDM schema or as custom labels. In Adobe Experience Platform, ABAC relies on these specific data characteristics to categorize information, allowing the system to distinguish between data belonging to, for example, the "Europe" region versus "North America," or the "Marketing" department versus "Finance".
The second critical step is toincorporate these labels in access policies (Option A). Once the attributes are labeled (e.g., applying a "Region: EU" label to a specific dataset or field), an administrator must create a policy that ties these labels to specific roles. For instance, a policy might state that "Users in the EU Marketing Role" can only view attributes labeled with "Region: EU" and "Dept: Marketing".
Option C is technically incorrect because you do not assignlabelsto roles; you assignpermissions/policiesthat reference those labels to roles. Option B is incorrect because including every attribute in every policy defeats the purpose of granular access control and creates unnecessary system overhead. By defining attributes and linking them via policies to roles, the corporation ensures automated, scalable data segregation that meets regional and organizational security requirements.
NEW QUESTION # 26
Which component is critical for mapping ingested data to customer profiles?
- A. Identity Graph
- B. Data Activation API
- C. DULE Policies
- D. Streaming Data Connector
Answer: A
NEW QUESTION # 27
What is a key guardrail when activating data to destinations?
- A. Only static segments can be activated.
- B. Activation can only occur during predefined time slots.
- C. Data must always be batch processed before activation.
- D. Data governance policies must be enforced during activation.
Answer: D
NEW QUESTION # 28
A data engineer needs to send data collected from IoT devices into AEP Edge network using the Edge Network Server API. The engineer also needs to ensure that the APIs executed are secured and in real-time.
What endpoint configuration is required to be set up by the data engineer?
- A. realtime.adobedc.net
- B. edge.adobedc.net
- C. api.adobedc.net
- D. server.adobedc.net
Answer: D
NEW QUESTION # 29
A marketer needs to target their ads to premium customers who are frequent visitors and have made purchases over the value of $10,000 in the past six months. What type of segmentation criteria would best suit this use case in Adobe Real-Time CDP?
- A. Event-based segmentation with the criteria on purchase behavior and loyalty
- B. Time-based segmentation with the criteria on purchase behavior and loyalty
- C. Profile-based segmentation with the criteria on purchase behavior and loyalty
- D. Population-based segmentation with the criteria on purchase behavior and loyalty
Answer: A
Explanation:
This use case requires analyzing specific actions taken by the customer over time-specifically "frequent visits" and "purchases over $10,000." In Adobe Real-Time CDP, these are classified asExperienceEvents.
Therefore,Event-based segmentation(also known as behavioral segmentation) is the core criteria type required.
In the Segment Builder, the marketer would utilizeaggregateson the ExperienceEvent class. For example, they would drag the "Purchase" event into the builder and apply a function to "Sum" the priceTotal where the value is greater than or equal to 10,000, constrained by a six-month time filter. They would similarly use a
"Count" function on "Web Visit" events to define "frequent visitors" (e.g., count > 10).
Option C (Profile-based) is incorrect because profile attributes usually store the current "state" (like name or email) rather than the history of transactions, unless those totals were pre-calculated in an external system and ingested as attributes. Option A and D are not formal segmentation categories within the Adobe Experience Platform technical framework. While the segment uses time and profiles, thelogicis fundamentally driven by the aggregation of events. By focusing on event-based criteria, the marketer can create a highly dynamic and accurate audience that updates as new transaction data flows into the platform.
NEW QUESTION # 30
A company wants to capture both customer_id and email_address as identities in their data feeds within the Real-Time customer profile. What is the recommended identity types that should be used for the identities listed above?
- A. customer_id uses a type of Cookie ID; email_address uses a type of Device ID
- B. customer_id uses a type of Cross-Device ID; email_address uses a type of Email
- C. customer_id uses a type of Person ID; email_address uses a type of Email
Answer: B
Explanation:
In Adobe Experience Platform,Identity Namespacesare used to categorize the types of identities that distinguish an individual across various channels and devices. When modeling data for theReal-Time Customer Profile, selecting the correctIdentity Typeis fundamental for accurate profile stitching and the integrity of the identity graph.
* customer_id (Cross-Device ID):A customer_id is typically an internal, durable identifier assigned by a brand (such as a CRM ID or Loyalty ID). Since this ID remains constant regardless of the hardware or browser the user utilizes, it is classified as aCross-Device ID. This classification allows the Identity Service to link multiple device-specific IDs (like ECIDs) to a single, stable person-level identifier, facilitating a unified cross-channel view.
* email_address (Email):For an email address, the recommended type isEmail. This is an out-of-the- box identity type optimized for handling string-based email identifiers. It is often the primary key used for marketing orchestration and cross-device identification when a user authenticates.
UsingCookie IDorDevice IDfor a customer_id would be technically inaccurate, as those are transient or hardware-bound.Person IDis a conceptual term rather than a standard identity type used for internal CRM IDs in the platform's namespace configuration. By correctly assigningCross-Device IDto the internal ID and Emailto the email field, developers ensure that the Identity Service can effectively perform "identity stitching" to merge data fragments into a cohesive profile.
NEW QUESTION # 31
A retail company uses Adobe RT-CDP to manage customer data across multiple regions. To comply with local regulations, they must restrict data activation based on geographic location.
What governance feature should they implement?
- A. Static segmentation based on user preferences.
- B. Data Usage Labeling and Enforcement (DULE) policies tied to geographic data attributes.
- C. Role-based access control to limit user access.
- D. Batch activation workflows for regional data.
Answer: B
NEW QUESTION # 32
What is a key difference between static and dynamic segments?
- A. Dynamic segments only work with structured data.
- B. Dynamic segments automatically update based on real-time data, while static segments remain fixed.
- C. Static segments support real-time updates, while dynamic segments do not.
- D. Static segments are used for batch processing, while dynamic segments cannot be activated.
Answer: B
NEW QUESTION # 33
What actions are critical for maintaining governance in Adobe RT-CDP? (Select two.)
- A. Assigning usage labels to all datasets.
- B. Monitoring compliance through governance dashboards.
- C. Automating segment updates based on governance rules.
- D. Running data ingestion workflows without governance policies.
Answer: A,B
NEW QUESTION # 34
What is the primary purpose of monitoring capabilities in Adobe RT-CDP?
- A. Tracking data ingestion, profile updates, and activation workflows.
- B. Automating data governance policies.
- C. Exporting customer profiles to external systems.
- D. Configuring audience segments.
Answer: A
NEW QUESTION # 35
A marketing team wants to create a segment of customers who have purchased a product in the last 30 days and have not engaged with any promotional emails. Which segmentation approach is most appropriate in Adobe Real-Time CDP?
- A. Batch segmentation using historical purchase and email engagement data
- B. Streaming segmentation focusing solely on real-time purchase data
- C. Manual segmentation by exporting data and using external tools
- D. Edge segmentation based on in-session behaviors
Answer: A
Explanation:
For segments that require evaluating long-term historical behavior (e.g., a 30-day lookback window) and cross-referencing multiple data types like offline/online purchases and email engagement logs,Batch Segmentationis the most appropriate and common approach.
Batch segmentation is designed to scan the entireReal-Time Customer Profilestore to identify profiles that meet specific criteria over a significant duration. WhileStreaming Segmentationis excellent for immediate actions (e.g., "just clicked a link"), it has specific guardrails regarding lookback windows and complexity.
Evaluating a lack of engagement (the "NOT" condition for email engagement) across a 30-day period often involves processing large volumes of historical event data that are most efficiently handled by the daily batch jobs.
Option A is incorrect becauseEdge Segmentationis restricted to a subset of data available on the Edge Network and is intended for in-session personalization, not 30-day historical analysis. Option C is insufficient because it ignores the email engagement requirement and lookback depth. Option D is the "old way" of working; Adobe Real-Time CDP is specifically designed to eliminate manual exports by centralizing this logic within the platform. Batch segmentation ensures that the audience is accurately calculated using the full breadth of the unified profile's history, providing a stable list for the marketing team's scheduled campaigns.
NEW QUESTION # 36
A data engineer has loaded a single order event with a status of "order_placed" into the Real- Time Customer Profile. The event utilizes an Experience Event class-based schema/dataset where the email address is marked as the primary identity.
The event is as follows:
_id: 1234 (unique id of the event)
timestamp: 2023-10-06T12:00:00Z (timestamp the event occurred)
Email: [email protected] (primary identity -- who the event
belongs to)
status: order_placed (status of the event)
A few hours later the data engineer sends an updated order event into the Real-Time Customer Profile stating the order status is now "order_shipped".
The event is as follows:
_id: 1234
timestamp: 2023-10-06T14:00:00Z
Email: [email protected]
status: order_shipped
When the data engineer looks up the profile, the new event does not appear with the
"order_shipped" status on the profile, but it is in the Data Lake.
Why did this happen?
- A. The Real-Time Customer Profile only accepts one event per timestamp per primary identity.
- B. The Real-Time Customer Profile skipped the record as the timestamp was different.
- C. The Real-Time Customer Profile had a processing error during ingestion.
- D. The Real-Time Customer Profile skipped the record as the _id was already existing.
Answer: D
NEW QUESTION # 37
A marketer needs to quickly validate that data ingested into a dataset processed to Profile successfully. Using the AEP, in which two ways can the marketer perform this task? (Choose two.)
- A. Monitoring > Batch
- B. Query service
- C. Identities > Browse
- D. Dataset > Activity
- E. Sources > Data Flow
Answer: A,D
NEW QUESTION # 38
Which components are required for Edge ingestion in Adobe RT-CDP? (Select two.)
- A. Identity stitching rules.
- B. Batch data exporters.
- C. Real-time data processing engine.
- D. Streaming data connectors.
Answer: C,D
NEW QUESTION # 39
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