AI cart recovery

AI recovery works when it understands why the cart stalled.

The practical framework

Answer the question behind the metric

Collect the context

Bring together the product viewed, search terms, repeat visits, cart contents, referral source, and last meaningful action.

Ask the agent for a reason

The output should explain the likely stall and cite the signals behind it. This gives a marketer a reviewable recommendation instead of an opaque score.

Keep a human approval step

Start with drafts and recommendations. Let a person approve messaging, discounts, audience rules, and timing until the workflow is trusted.

Apply it

Connect the signal to a next move

See the e-commerce workflow Read the privacy guide

Turn visitor intent into action

Install the pixel and start with one question: which shoppers need a better next step?

Install the pixel