Experimentation / CRO

Experimentation and Testing Programs acknowledge that the future is uncertain. These programs focus on getting better data to product and marketing teams to make better decisions.

Research & Strategy

We believe that research is an integral part of experimentation. Our research projects aim to identify optimization opportunities by uncovering what really matters to your website users and customers.

Data and Analytics

90% of the analytics setups we’ve seen are critically flawed. Our data analytics audit services give you the confidence to make better decisions with data you can trust.

Personalization tool

Adobe Target

Uses machine learning (a Random Forest model plus a multi-armed bandit) to automatically select the best-performing, marketer-defined experience for each visitor, rebuilding its model roughly every 24 hours.

Experience delivery
E-commerce, B2B, Media & subscriptions, Marketplace

The vendor’s claim

Auto-Target serves the most tailored experience to each visitor based on the individual customer profile and the behavior of previous visitors with similar profiles, using a Random Forest algorithm plus a multi-armed bandit approach, rebuilding models roughly every 24 hours.
Source

Where it’s strong

  • Auto-Target rebuilds its model on a ~24-hour cycle using recent visitor behavior, and falls back to the best overall-performing experience when it can't find a winning personalized one
  • Full Visual Experience Composer support (custom code, multiple audiences, structural page changes), beyond the lighter Automated Personalization mode
  • Adobe cites a clothing-retailer case with a 29.09% average lift and $1.7M in lift over ten days using ten category-based experiences at 90% traffic allocation

Where it runs out

  • G2 reviewers describe a long learning curve, complexity in advanced test setup, and call the AI capabilities a "black box"
  • Reviewers report bugginess since the latest UI update and fragmented customer support
  • Custom, volume-based enterprise pricing with no public entry-level tier. Not built for smaller teams

Best for

Teams already on Adobe who need server-side or at-scale experience selection and can absorb the implementation lift.

Questions before you buy more of it

  • Is the audience definition living in Target or in the CDP?
  • Can we hold out a true default, not a 'personalized everyone'?

Connected applications

Campaign message match

The page keeps the promise the ad made.

The ad made a promise the page doesn't keep.

Account-aware homepage

Proof and CTA that match company size or industry.

The logos and quotes are for a different kind of company.

Compare it in the hub

Put up to three tools side by side, or start from the customer situation you want to personalize.