Adobe Target Audit: 12 Signs Your Personalization Program Is Underperforming

• Models taking too long to build
• Little or no measurable lift
• Low conversion volume
• Too many experiences
• Weak experience differences
• Poorly positioned offers
• Insufficient traffic

Adobe identifies traffic, conversion volume, experience count, success metrics, and activity configuration as factors that can influence model performance.

How to improve

Review:

1. Traffic volume
2. Conversion volume
3. Number of experiences
4. Success metric
5. Location quality
6. Offer differentiation
7. Audience definition

For larger Automated Personalization activities, Adobe also recommends keeping activity structures manageable, with current guidance suggesting limits around 4 to 6 locations and 4 to 6 offers per location for optimal manageability.

11. Your Personalization Program Is Optimizing Before Your Testing Program Is Mature

One of the most important Adobe Target best practices is to establish a strong optimization foundation before moving toward increasingly granular personalization.

Adobe recommends optimizing before personalizing and progressing from broader experimentation toward more granular personalization.

A useful maturity path is:

A/B testing → Audience-based testing → Experience Targeting → Automated Personalization → Advanced personalization

Experience Targeting, for example, delivers specific experiences based on marketer-defined audience rules and can build on insights discovered through A/B testing.

How to improve

Do not jump directly into complex one-to-one personalization.

First establish:

• Reliable tracking
• Strong experimentation methodology
• Clear KPIs
• Audience governance
• Statistical discipline
• Testing documentation
• Repeatable optimization processes

Then increase personalization complexity.

12. Personalization Is Not Connected to Your Broader Digital Experience Strategy

The final warning sign is strategic isolation.

Adobe Target should not operate as a disconnected testing tool used by one marketing team.

Your personalization program may need to work alongside:

• Adobe Experience Manager
• Adobe Analytics
• Adobe Real-Time CDP
• Customer data platforms
• CRM systems
• Commerce platforms
• Data warehouses
• Tag-management systems
• Marketing automation platforms