Adobe Target Audit: 12 Signs Your Personalization Program Is Underperforming

This creates a repeatable Adobe Target optimization process instead of an endless stream of disconnected experiments.

2. You Have Too Many Activities With Very Little Traffic

More activities do not automatically mean better personalization.

If your website receives limited traffic but your team creates dozens of simultaneous activities, each activity may struggle to collect enough data.

This becomes particularly important for automated personalization. Adobe notes that traffic volume, conversion volume, number of experiences, and success metrics can influence how quickly personalization models build.

A common pattern looks like this:

Too many experiences → fragmented traffic → insufficient data → weak results → inconclusive decisions

How to improve

Prioritize activities based on:

• Traffic potential
• Business impact
• Implementation effort
• Audience size
• Conversion opportunity
• Strategic importance

Adobe's optimization guidance recommends prioritizing activities based on business alignment, effort, and potential impact.

3. Your Tests Have No Strong Control or Baseline

Personalization becomes difficult to evaluate when there is no meaningful baseline.

Your team should be able to answer:

“What would have happened if we had not personalized this experience?”

A control experience provides that reference point.

For Automated Personalization and Auto-Target, Adobe Target supports specific experiences or randomly served experiences as controls, allowing teams to compare personalized traffic against control traffic.

How to improve

For important personalization programs, establish:

• A control experience
• Primary success metric
• Baseline conversion rate
• Incremental lift target
• Revenue impact
• Confidence or statistical evidence

Without a baseline, a dashboard full of percentages can become performance theater wearing a business suit.