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Hello,We're performing integration for Target with GA4 and according to the documentation we'll be passing the activity/experience name and id. GA4 then needs setting up to capture these custom events, and do the test reporting. My question is, when it comes to Filter and report in GA4,how can we generate user journey report if both activity/experience and add to basket are of type event?Example: “For variation X (from Target), how many clicks on ‘add to basket’ happened?” 

For years, we’ve leaned heavily and happily on AWS Lambda to stretch Marketo into other realms.   A simple Lambda lets you integrate with, say, event platforms, transforming their generic outbound webhooks to valid inbound Marketo API calls. Especially cool are “loopback integrations”: a Marketo webhook calls a Lambda that swoops back in to call the Marketo API, allowing juiced-up flows of all sorts.   Serverless architectures pioneered by AWS are perfect when a service doesn’t need to run hot 24/7 but must still be available and scalable 24/7, i.e. when a second of spin-up time after idling or increased load isn’t a problem.[1]   But the dynamic spin-down/spin-up comes with undocumented risks. One rears its head with newer (but not older!) versions of NodeJS Lambdas. To make matters worse, you won’t see the problem when developing your Lambda offline, only when it’s really running within AWS.[2]   A simple example A snippet from a Lambda that receives an inbound

profilesnapshot dataset has a field identityMap which has value in map structure. This is one of the sample value of identityMap field from the snapshot. [ecid -> "{(NULL,49790455655365226853605257450011089444,NULL)}",gid -> "{(NULL,3bcaebe5-6723-4822-abd4-2cfb22c4b908,NULL)}",vid -> "{(NULL,bacb8bd9d4aadef2d22482a829f1c149,NULL)}"] [ups -> "[795d22e5-ba6f-43e9-b8d8-e96f2be2e24c -> "(NULL,realized,2025-07-05 16:54:55.0)",73ffb7e5-7988-4108-9dd3-4403b2773915 -> "(NULL,realized,2025-07-05 16:54:55.0)"]"] i want to query snapshot dataset for a specific ecid. i have tried different syntax (cast, unnest, json_extract etc) but none of them worked. this is one of the query i tried. whats the correct syntax to access map values in snapshot dataset ? SELECT * FROM profile_snapshot_export_44b7518a_0a16_44bd_888c_891a9999ef0a whereJSON_EXTRACT(identityMap, '$.ecid[1]') = '49790455655365226853605257450011089444'

Hi community, I'm trying to find the best work-around for adding an existing WF document as a new proof version to an existing proof. I'm trying to avoid downloading and then dragging back in. ThanksMatt

There is not at the bottom of this pagehttps://experienceleague.adobe.com/en/docs/experience-platform/sources/connectors/adobe-applications/analyticsYou can use Data Prep to filter out secondary identities coming from Analytics, such as AAID and AACUSTOMID. If filtered out, these identities will not be ingested into Profile if they are available in the incoming Analytics data. Unfiltered data will continue to be loaded into the data lake. Is this correct statement ? How can we filter something for profile-store and have unfiltered data getting ingested into dataLake , is that even possible ?

In documentation its said that development sandboxes are: slower, have its own limits Both types of sandboxes might be resetWhat are the advantages of Development sandboxes in that case from your experience?

We are not seeing any way to enter notes about new versions of images in the repository. Is there no way to track version changes to images and other non-DITA assets?

We are in the process of migrating from a SOAP-based implementation to a REST-based approach for fetching programs and their associated tags. Previously, with SOAP, we were able to retrieve all relevant data — including tags, tokens, and costs — in a single API call. However, with the REST API, retrieving tags now requires a separate request. According to the documentation, the endpoint for fetching programs does not return additional information such as "Tag", "Token", or "Cost". Tags must instead be retrieved using either the Get Programs by Id or Get Programs by Name endpoints.Is there a bulk REST API available that allows us to fetch tags for all programs in a single request?

On any given page, I track the following interactions:Video viewsAsset downloadsInteraction with page navigationInteraction with body componentsEngagement with the chat bot50% and 75% page scrollTo evaluate the performance of any page, I want to create a single metric that incorporates all of these interactions. I am considering a straightforward approach as follows:Create a segment that includes visits (visit container) with video views, asset downloads, interactions, engagement with the chat bot, or a 50% page scroll. Let’s name this segment "Page Engagement."Create a calculated metric:(Page Views where Page Engagement Exists) / Total Page ViewsAdded screenshots for reference. I would appreciate any recommendations or alternative approaches and would welcome suggestions on how to improve or refine this setup.

Hi team, We are implementing a new event-driven data layer and I'm using the Data Layer Manager extension to capture the push events in Adobe Data Collection. When the event is a link that leads to a new page (wipes the DOM), I can see the event being added to the data layer before the page unload, but the beacon is not sent every time (can't see the event in the debugger), hence data is not captured every time even if the data layer is updated. It seems like a timing issue since it does work sometimes, just not consistently.  Any idea how to fix this and make sure the data is sent every time before unloading the page and going to the next? Cheers!

Hi Experts,Could you kindly suggest if deployment independent for more number of pages ( more than 25 pages) same kind of lighthouse report can be generated? It will not be dependent upon AEMaaCS pipeline or deployment.If yes, kindly share in little details.Thanks in advance !!

Why I do not see that available in AJO? 

Hello, Reaching out here for help on a report.We have a task approval which has 1 stage assigned to Project owner role (wildcard) by default. When users send it for approval, they edit the approval path and add the user name in approval and remove the Project Owner name from there.We want to build a report of all such tasks where the approval was triggered but the user did not remove Project Owner from the approval.In the screenshot below, I want the report to only show the 3 tasks. Can anyone suggest on how this can be done? 

Hi all,I'm currently working on a customer implementation where Adobe Experience Manager (AEM) is integrated with Adobe Target. We have a workflow that automatically exports Experience Fragments (XFs) to Target in JSON format using the standard “Export to Adobe Target” process step provided in the workflow.However, I’ve run into an inconsistency:Sometimes the exported payload appears in Target as a "JSON Offer"Other times, it appears as a "JSON XF" (Experience Fragment)I’ve checked the workflow configuration and it’s always using the same OOTB process step (com.adobe.cq.target.integration.process.ExportExperienceFragmentToTargetProcess). I wasn’t able to identify what conditions or configurations lead to the difference in export type.❓ My questions are:What exactly determines whether AEM exports an XF to Target as a JSON Offer vs. JSON XF?Is there a setting in the Experience Fragment configuration or workflow metadata that drives this?Has anyone else experienced this inconsisten

What is the difference when it comes to workflow with authentication and without?WIth we needs to generate beforehand token? 

How is it done? Using IP address? Then using external provider? 

I wanted to track the fallout rate between two pages:  a homepage and a conversion page.  Easy peasy.  Then I decided to dig a bit deeper and trend the touchpoint.  It doesn't work.  If I do a fall out for any given day in the range, it is lower than the one reported by about 10%.  Not a trivial difference. What am I missing, or is there a bug? Which data point is the reliable one?  Note that if i break down a day by hour, there is a similar impact.  Averaging the elements manually, does not equal the average displayed.  

Hi.I've created a free-form table with metrics in the rows and different time ranges in the columns. I would like to add a third column showing the % change between the two time ranges.Is this even possible? I´ve tried to scribble it on the screenshot. Many thanks for your effort in advance.BR

Hi Team, Could you please guide me on this? I want to apply different policies for a single editable template. I’ve created pages under two separate projects using the same template, but I want to allow only specific components in /content/myproject1 and different components in /content/myproject2, each governed by separate policies. Thanks in Advance,Veera

We have created a journey activity in our development environment and created a package with journey and audience. We see below error whilst importing the package in our pre-prod environment. Can anyone help? 

AEM Guide when users select a element in the current open DITA file below a breadcrumb shows the path of the selected elementmy question how can i get the xpath of the selected element  or even better how to get the active (selected) element in the tcx.activeEditor.xmlDocI need to know which xml element is selected in the editor and bind that to the element in the tcx.activeEditor.xmlDocBo, BJ Dita

There is a bunch of data-aue attributes that we can retrieve in custom Universal Edtitor extenstion. For example given html markup like this<div class="MuiBox-root mui-ifmqwy" data-aue-resource="<resource_path>" data-aue-model="myapp-component-model" data-aue-label="Component Label" data-aue-type="component" data-aue-prop="<some_prop>"></div>We can obtain attributes values using editorState.editables obejct in custom UE extensionconst editorState = await guestConnection.host.editorState.get(); let editable = editorState.editables[0]; console.log('editable: ', editable) // outputs { "id": "<some_id>", "type": "component", "resource": "<resource_path>", "prop": "<some_prop>", "rect": {}, "label": "Component Label", "parentid": "<parent_id>", "selector": "<some_selector>", "isComponent": true, "model": "myapp-component-model", "filter": "", "component": "", "content": "", "c

Hello team,I am trying to test https://github.com/adobe/adobe-commerce-samples/tree/main/admin-ui-sdk/menu/custom-menu with local adobe commerce 2.4.8-p1App is working fine on localhost:9080 port and can see orders and products data in browser Now want to connect that app in adobe commerce admin panel and need to see similar grid inside admin panel but Configure Extensions option not visiblehttps://developer.adobe.com/commerce/extensibility/admin-ui-sdk/configuration/  Thanks,Ankit

need to write expression in journey condition to check if we have any sent email status for specific journey id ?

Building an AEM Custom Authentication Handler for Okta OpenID Connect   by Lars AuffarthOverview🔐Unlock the secrets of customizing secure authentication in AEM as you're guided through building a custom authentication handler for Okta OpenID Connect. From understanding the OpenID Connect authentication flow to implementing the handler with detailed code snippets, this blog provides a comprehensive roadmap. Learn how to create a demo account on Okta, extract required information, and deploy your custom Authentication Handler for testing. Don't miss the GitHub link for the complete code and try it out yourself!Q&APlease use this thread to ask questions relating to this article