Agentic commerce readiness: What merchants can prepare now

Start with the business question

A practical introduction to structured product data, discovery and AI-assisted buying. Rather than optimizing isolated metrics, define the customer behavior and commercial outcome you want to improve. Then identify the constraints in the current experience.

Build a measurable foundation

Review tracking quality, audience intent, landing page experience and the decisions your reporting needs to support. Use a small set of clear, actionable metrics rather than a dashboard full of vanity numbers.

Test, learn and refine

Develop hypotheses, prioritize experiments, and document what each change teaches you. Sustainable improvement comes from repeatable learning, not one-off tricks.

Next steps

Connect your acquisition, conversion and retention plans so each channel contributes to the same business goals.