Retail: make the customer journey measurable.

Start with the operating problem

Store visits, ecommerce sales, product launches, and repeat purchases need different evidence.

Build the decision path

Separate the customer paths, then connect media and content to the outcome each one can influence.

• Store discovery and visit signals
• Ecommerce product and checkout journeys
• Launch and seasonal campaign planning
• Paid media and content variation
• Customer retention and permitted first-party data

Read next

These guides address the closest decisions without claiming an industry benchmark that has not been collected.

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