Adobe Journey Optimizer

Hi Everyone, Unlock the full potential of Adobe Experience Platform and apps at The Skill Exchange event through expert-led sessions. Save your spot and register today Join us on Wednesday, August 13, for a power-packed day of learning focused on Adobe Journey Optimizer (AJO) and Real-Time CDP, all designed to help you maximize customer impact, simplify workflows, and scale personalization. Type Title Speaker(s) Keynote Opening Keynote Klaasjan Tucker & Nimasha Jain, Adobe Real-Time CDP Balancing AI Personalization, Privacy, and Data Security Ketan Bhanushali & Lalitha Kavutharapu, Prudential Real-Time CDP Maximize Media ROI with RTCDP Collaboration Giuseppe Cagliostro, Wavemaker Journey Optimizer Calming Customer Chaos: Tackling Complex Journeys in AJO Adam Wilson, Air Miles Journey Optimizer Solving Adobe Journeys Beyond Email: Catch Errors Early Stephen Cave, World Vision & David Kangni, RiteAid More to Explore The Skill Exchange runs August 13–21, spot

Introduction: The New Standard for Agile MarketingIn today’s hyper-personalized digital landscape, marketers are expected to deliver relevant, timely, and consistent content across multiple channels. But managing this at scale—especially with real-time updates—can be daunting.Enter the powerful integration of Adobe Experience Manager as a Cloud Service (AEM) Content Fragments with Adobe Journey Optimizer (AJO) This duo empowers marketers to:Create structured, reusable contentPersonalize it dynamically using customer dataUpdate it in real time across all campaignsLet’s explore how this works, and then dive into a detailed, real-world use case to bring it all to life. What Are AEM Content Fragments?AEM Content Fragments are channel-neutral, structured content blocks stored in JSON format. They allow marketers to manage content independently of design, making them ideal for omnichannel delivery.Why They Matter to MarketersEfficiency: Author onc

I. The Silent Churn Killer: Poor OnboardingThe first 90 days of a customer relationship are critical. It's where the initial excitement of the sale meets the reality of implementation. If customers encounter friction instead of a clear return on their investment, their commitment wavers—a familiar and costly problem for many businesses.The "Leaky Bucket" AnalogyAn enterprise's marketing and sales teams work tirelessly to fill a bucket with new customers. But if the bucket has holes—caused by a confusing, unsupported, or frustrating onboarding experience—those hard-won customers will leak out as fast as they can pour them in. This is churn, and it is the silent killer of growth.A Tale of Two CompaniesReactive Corp. onboards a new customer. The customer gets an automated welcome email and is then left alone. After two weeks of struggling with the product, they file a support ticket. By the time support responds, the customer's project is delayed, their team is frustrated, and t

The Core Idea: How It WorksThe concept is simple: AJO orchestrates the process, but an external system handles the actual human task (like reviewing content and clicking approve or reject). Think of AJO as the conductor and your team as the expert soloists.The Flow: AJO pauses a journey using Event node with relatively long timeout, sends a request to an external system where a human makes a decision, and then AJO receives that decision to continue the journey down the right path.This integration relies on a few key AJO components working together:Custom Actions: The "messenger" that sends the approval request from AJO to your external review system (like a CRM, a Slack channel, or a custom app).External System: The "human's desk" where the decision is made. This is the interface your team uses to approve or reject the request.Custom Events: The "messenger" that brings the decision from your external system back into AJO.Event Activity: The "gatekeeper" in your

  Optimizing and Validating Adobe Journey Optimizer Step Events: Performance Analytics, Feedback Integration, and Guardrail Monitoring This is Part 3 of a 3-part series on Step Events in Adobe Journey Optimizer. Jump to: Mastering Step Events in Adobe Journey Optimizer: Fundamentals, Schema, and Essential Queries for Data-Driven Campaigns | Troubleshooting Step Events in Adobe Journey Optimizer: Diagnosing Errors, Discards, and Failures for Reliable Customer Journeys | Optimizing and Validating Adobe Journey Optimizer Step Events: Performance Analytics, Feedback Integration, and Guardrail Monitoring Your dashboard suddenly screams: latency red-line! You're the pit-crew chief, and every second counts. Grab Step Events and let's check tyre pressure on those journeys. Adobe's Examples of queries already cover elapsed-time and daily-active metrics. Below, we ratchet up the analysis with node complexity, per-minute heatmaps and guardrail alerts. ⚠️Schema disclaimer – Fiel

Why Step Events Matter: The Foundation of Journey Analytics in Adobe Journey Optimizer This is Part 1 of a 3-part series on Step Events in Adobe Journey Optimizer. Jump to: Mastering Step Events in Adobe Journey Optimizer: Fundamentals, Schema, and Essential Queries for Data-Driven Campaigns | Troubleshooting Step Events in Adobe Journey Optimizer: Diagnosing Errors, Discards, and Failures for Reliable Customer Journeys | Optimizing and Validating Adobe Journey Optimizer Step Events: Performance Analytics, Feedback Integration, and Guardrail Monitoring What to expect from this trilogy: This 3-part blog series is your comprehensive guide to mastering Step Events in Adobe Journey Optimizer.Part 1 lays the foundation—explaining the Step Events schema, key identifiers, and essential queries for understanding journey analytics.Part 2 dives into troubleshooting, showing you how to diagnose errors, discards, and failures to ensure reliable customer journeys.Part 3 focuses on performance opti

Adobe Journey Optimizer's (AJO) dedicated IP Warm-up Plans go beyond simple volume ramping, offering sophisticated controls to fine-tune your sender reputation strategy. These capabilities empower you to manage your warm-up process with precision, adapting to real-world deliverability challenges.    1. Domain Exclusion: Targeted Reputation Management    Sometimes, your reputation with a specific Internet Service Provider (ISP) or a particular domain group might require special attention, even while your overall warm-up plan is in progress. AJO's Domain Exclusion feature allows you to temporarily exclude specific domains or custom domain groups from a warm-up phase.  Practical Use Case: Imagine you're several days into your IP warm-up, and you notice a higher-than-expected bounce rate or lower engagement specifically with emails sent to Yahoo! Japan (yahoo.jp) or Yahoo! India (yahoo.co.in). Instead of pausing your entire warm-up, you can:  Create a custom

Adobe Journey Optimizer's (AJO) IP Warm-up Plans feature offers a streamlined approach to building sender reputation, moving beyond complex manual journey configurations. However, a common point of confusion arises when activating runs within these plans: users sometimes encounter the error, 'The run failed as there are no qualified profiles. Select the 'Split runs to a new phase' option to choose a different campaign and audience."This often stems from a critical, yet frequently overlooked, timing issue related to AJO's batch segmentation processes.  This guide will clarify the paramount importance of correctly aligning your run activation with your batch segmentation schedule, and how AJO's configurable retry mechanism provides a crucial buffer to ensure your warm-up campaigns execute smoothly and reach their intended audience, even when unforeseen delays occur.    The Challenge: "No Qualified Profiles"    When you activate a run within your AJO IP Warm-up P

New sending domains and IPs start with zero reputation. If you drop full-scale marketing volumes on day one, mailbox providers will throttle or junk your messages, crushing engagement KPIs for months.  This guide shows how to build and protect reputation from day zero inside Adobe Journey Optimizer (AJO):  A sample four week, volume-phased warm-up calendar.  Correct SPF, DKIM, and DMARC set-up (with helpful check links). Real-time monitoring dashboards built in Query Service.  Proven “Abort / Adjust / Accelerate” troubleshooting playbook.  Follow it and you’ll hit the inbox faster, with fewer headaches and happier stakeholders.    1. Why IP & Domain Reputation Matter    Mailbox providers (Gmail, Yahoo, Microsoft, Apple Mail, etc.) score every sender on four pillars:  Complaints ⟶ “Did recipients hit spam?”  Engagement ⟶ “Do they open, click, reply?”  Infrastructure ⟶ “Is the sender authenticated, stable, non-spammy?”&n

Adobe Journey Optimizer's (AJO) IP Warm-up Plans feature offers a streamlined approach to building sender reputation, moving beyond complex manual journey configurations. However, a common point of confusion during run activation within these plans is the following error: 'The run failed as there are no qualified profiles. Select the 'Split runs to a new phase' option to choose a different campaign and audience." This often stems from a critical, yet frequently overlooked, timing issue related to AJO's batch segmentation processes.  Understanding and correctly aligning your run activation with your batch segmentation schedule is paramount to ensuring your warm-up campaigns execute smoothly and reach their intended audience.    The Challenge: "No Qualified Profiles"    When you activate a run within your AJO IP Warm-up Plan, the system creates a new segment specifically for that run. If this segment isn't processed by your organizations daily batch se

The Foundation: Sender Reputation—It’s Not Just About the IP Sender reputation is the score ISPs assign to you as a sender. It’s a blend of your IP reputation and your domain reputation. Both matter—a lot. You can’t just spin up a new IP or domain and blast millions of emails. ISPs are watching, and so are we. Building a Strong Reputation from Day One The Critical First Step: IP and Domain Warm-up Warming up isn’t just for IPs. Every new sending domain or subdomain needs its own careful ramp-up. We built AJO to help you start small—targeting your most engaged recipients first, then scaling up as you build trust with ISPs. Skip this, and you’ll hit blocks or spam filters, guaranteed. The industry’s shifted: domain reputation is now front and center, especially with Gmail and other domain-focused ISPs. Even if your IP is golden, a cold domain can tank your deliverability. If you want a step-by-step guide to doing this right, check out the official AJO IP Warmup Getting Started page&nbsp

“The High-Stakes Silence Between Offer and Join”  In many organizations, notice periods can stretch from 30 to 90 days—a time when candidates are emotionally distant from their future employer but still on the radar of competitors. For HR teams, this period has traditionally been marked by chaos: countless manual follow-ups, missed nudges, inconsistent buddy assignments, and a big question mark around engagement.  We knew this had to change.  What started as a manual engagement flow has the potential to evolve into a fully automated, orchestrated experience using Adobe Journey Optimizer (AJO). The result? A scalable system that can keep everyone informed and every candidate engaged—without needing to lift a finger after setup.  The Problem: Engagement Drops, Offer Declines, and HR Burnout  Before automation, every part of the candidate engagement journey was HR-driven and manual:  HR teams sent each welcome and follow-up email manually.  Buddies were

Introduction In fast-paced marketing environments, timing can make or break a campaign. Whether we are reacting to a sudden flight cancellation, a trending topic, or a flash sale opportunity, the ability to quickly reach the right audience is crucial. The Custom Upload feature in Adobe Experience Platform (AEP) empowers marketers to quickly import and activate an externally generated audience via a simple CSV file — enabling campaign activation within an hour.   Use-Case: Fast Recovery Campaigns Let’s say an airline operations team flags 3,000 customers whose flights were just canceled due to unexpected weather. We want to send them a personalised apology email, offer hotel vouchers, and redirect them to rebooking assistance — all within the next hour. With the new Custom Upload (Import audience) feature, the marketer can: Export the affected profiles to a CSV file (with customer IDs, flight numbers, cancellation timestamps, and more). Upload the CSV file in AEP 

Controlling how often customers receive messages is critical in today’s marketing landscape. Too much outreach can cause fatigue, reduce engagement, and erode trust. Modern marketing automation tools must offer precise, real-time controls to strike the right balance. Adobe Journey Optimizer now supports daily frequency capping, making it easier than ever to manage customer communication across channels, journeys, and campaigns. Daily Frequency Capping in Practice Luma, a premium lifestyle and apparel brand, is known for its data-driven marketing and highly personalized customer journeys. To keep customers engaged, the brand runs daily campaigns across multiple channels—emails for product drops, SMS for loyalty offers, and push notifications for cart recovery or flash sales. As their marketing efforts scaled, some customers began receiving 5–6 messages per day across various campaigns. This led to higher opt-out rates, lower engagement, and a risk of damaging long-term custom

Appendix Target - it is a customer experience and journey orchestration platform offered by Adobe as part of the Adobe Experience Cloud. It is designed to help brands deliver personalized, real-time experiences across all customer touchpoints—email, mobile, web, push, and more—based on a unified customer profile and real-time data. Edge Network - refers to a globally distributed network infrastructure that enables fast, secure, and real-time data collection, processing, and activation of customer data at the edge—i.e., close to where the customer interaction happens (browser, app, device). https://experienceleague.adobe.com/en/docs/platform-learn/data-collection/web-sdk/overview Optimize SDK - refers to the suite of libraries that are available for all platforms that enable client applications to interact with Target. https://opensource.adobe.com/aepsdk-optimize-android Personalizations / Propositions - refers to personalized data and content that Target serves. CDN - re

PurposeThis blog provides guidance for troubleshooting subdomain delegation and channel surface configuration issues in Adobe Journey Optimizer (AJO). Customers are encouraged to review the outlined steps before contacting Adobe Engineering or Support teams.Table of contents:Overview of Subdomain DelegationTypes of Subdomain DelegationChannel Surfaces OverviewCommon Issues & ResolutionsDiagnostic Tools (dig command)1. Overview of Subdomain DelegationSubdomain delegation allows Adobe Journey Optimizer (AJO) to send messages (emails, SMS, landing page traffic, etc.) on behalf of your brand using your custom subdomains (e.g., marketing.example.com). This setup is required to enable trusted and authenticated communications.Benefits of delegation:Improved email deliverability (via proper DNS and authentication)Enhanced sender reputation (emails come from your brand)Separation of marketing and transactional trafficAdobe-managed infrastructure (for DNS, certi

  In the world of customer experience, delivering the right message at the right time is crucial. While real-time engagement is powerful, many critical marketing use cases, from weekly newsletters to daily promotional campaigns, operate on a batch schedule. Adobe Journey Optimizer (AJO) provides a robust solution for these scenarios with the Read Audience journey activity. The read-audience documentation provides a great starting point for using this feature. This blog post aims to go a level deeper, providing a behind-the-scenes look at how to design highly reliable and scalable batch journeys by understanding the key guardrails and best practices.   What is a "Read Audience" Journey? At its core, a Read Audience journey allows you to take a snapshot of an Adobe Experience Platform audience and have every profile within it enter a journey. This can happen in one of two modes: Scheduled: The journey runs at a predetermined time and frequency, and

When working with lookup schemas, you may often need to filter a list of objects based on more than one attribute. This guide explains how to perform multi-attribute filtering on lookup schemas using nested filter() functions. This is especially useful when you need to narrow down a list of objects based on more than one condition—such as filtering products in a shopping cart by both ID and color.   When to Use This Pattern  We should use nested filtering when:  You need to apply multiple independent filtering criteria on a list within a lookup schema.  You want to avoid complex expressions that may lead to expression parsing errors in your event processing system.       Where to write the expression  Open your journey in AJO.  Select the condition where you want to apply the multi-attribute filter.  In the configuration panel, look for the "Expression" section.  Click "Edit" (or the pencil icon) to open the expression ed

The Journey Dilemma: Balancing Personalization and Compliance In healthcare sector, using a customer journey orchestration platform presents a key challenge—how to deliver personalized, engaging experiences while ensuring every touchpoint remains fully HIPAA compliant. The Reality You Face Daily: ❌❌❌❌❌Current Pain Points: - “I can’t use patient diagnosis data in my email campaigns - legal won’t approve it” - “My journey needs clinical data, but marketing team can’t see medical records” - “Every journey takes weeks to get compliance approval” - “I’m afraid to use real patient data for testing and optimization” - “Audit logs are a nightmare - I can’t track who accessed what data when” ✅✅✅✅✅What You Actually Need: - Build personalized journeys using sensitive healthcare data safely - Collaborate with clinical teams without exposing restricted information - Get automatic compliance validation as you build - Test journeys wit

  Streamline your campaign and journey launches in Adobe Journey Optimizer with integrated approvals that speed up decisions, ensure governance, and boost confidence. Discover three proven strategies to leverage approvals for managing urgent campaigns and journeys, and resolving policy conflicts with ease.   Use Case: Ensuring Complete Approval Coverage Every marketing organization faces the same critical question: How do you guarantee that all campaigns and journeys get proper review before activation or publishing while still enabling fast-track approval for urgent campaigns and journeys? Adobe Journey Optimizer's approval feature provides the answer through intelligent policy configuration. Once you activate at least one approval policy in your sandbox, the "Request Approval" button automatically appears in your campaign and journey interfaces—no additional setup required. Critical Note: If you have active policies but none qualify for a specific campaign or journey, th

Microsoft joined Gmail and Yahoo in requiring DMARC for large senders (5,000 or more emails per day) in their consumer email services outlook.com, hotmail.com and live.com. Beginning May 5, 2025, Microsoft started rejecting emails that don’t meet the new bulk sender requirements. Why is this happening? Let’s understand In today's digital landscape, email remains a cornerstone of communication and marketing. However, with the rise of phishing attacks and email spoofing, ensuring the authenticity of email communications has become paramount. This is where DMARC (Domain-based Message Authentication, Reporting & Conformance) comes into play.   What is DMARC? DMARC is an email authentication protocol that builds upon two existing mechanisms: SPF (Sender Policy Framework) and DKIM (DomainKeys Identified Mail). It allows domain owners to specify how receiving mail servers should handle emails that fail authentication checks. By doing so, DMARC helps prevent un-authori

As the marketing practitioner for the e-commerce business, I have created a journey to engage with approximately 10 million users during the Diwali sale and offer period. I now need to test the journey before publishing, as even a small issue in your journey can cause major problems, from broken flows to a poor customer experience. In this blog, we’ll walk through the different testing techniques available in Adobe Journey Optimizer(AJO) and how they help you deliver with assurance.Journeys Test ModeAfter creating the journey, we need to see how it interacts with real profiles. That’s where AJO’s Journey Test Mode comes in handy — it lets you test your journey using the test profiles you’ve set up in AEP.Steps to activate a journey in test modeOpen the draft journey that you want to test.Click on the Test mode button from the header menu.While the transition takes place, we will see a status message that says Activating test mode.Once the transition is complete, we will

🚦🚦 Planning customer journeys isn’t just about creating a flow—it’s about seeing the big picture, identifying overlaps, and ensuring your journeys hit the mark. Adobe Journey Optimizer (AJO) empowers marketers, journey planners, and support teams with intuitive views designed to streamline journeys oversight. Let’s walk through how AJO’s Calendar View, Dashboard and Browse List each solve distinct challenges—paired with real-life use cases to inspire you to use them smartly. Calendar View – Plan Strategically with Visual Clarity 📍Use Case: Journey planner aligning journey timelines You’re launching a weeklong journey and want to avoid audience fatigue. Use Calendar View to: 📅See what’s live or scheduled across the current week ⏱️Identify overlaps that may overload specific segments 👁️Click on any journey block to see its audience and scheduling logic 📎Easily distinguish journeys running acro

What Are Custom Actions? Custom actions in AJO are user-defined HTTP requests (typically REST APIs) that can be executed within a journey. They allow you to: Call external systems Send data to downstream services Trigger internal workflows Make real-time decisions based on API responses They are configured with authentication, headers, request/response schemas, and can include dynamic personalisation using AJO expressions.   Use Cases for Custom Actions Here are several categories and examples of how custom actions are being used across industries. 1. Integration with External Services Use Case: Triggering a WhatsApp or SMS via Third-Party API Send a message through a messaging service (like Twilio) directly from an AJO journey. POST https://api.twilio.com/... { "to": "{{ profile.phoneNumber }}", "message": "Hi {{ profile.firstName }}, your cart is waiting!" } Use Case: Notifying Logistics Systems Trigger fulfillment or shipping workflows when a user places an orde

Creating truly personalised customer journeys often requires more than simple conditions. You need the power to dynamically evaluate customer data, perform complex calculations, and create sophisticated logic that adapts to real-time customer behavior.   While Journey Optimiser's simple expression mode works well for basic conditions. The Advanced Expression Editor unlocks a world of possibilities for marketers who need to create intelligent, data-driven customer experiences. This guide will show you how to leverage advanced expressions to solve real marketing challenges and create more engaging customer journeys.   The Challenge: When Simple Conditions Aren't Enough Consider these common marketing scenarios: Scenario 1: Abandoned Cart Recovery You want to target customers who added items to their cart but didn't purchase, but only if they're high-value customers and it's been exactly 24 hours since abandonment. Scenario 2: Dynamic Loyalty Offers You need to send differ