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AI cart recovery starts by understanding why a purchase stopped.

AI can clarify questions and guide a customer back to a purchase. Responsible recovery does not mean messaging everyone: it requires context, contact permissions, and current commercial conditions.

Zyon team · Updated on

Illustration of Zyon's commercial engine: context, rules, and decision.

Resolve the cause before offering a discount

Questions about a product, delivery costs, and payment can interrupt a purchase. Identify the stage and objection before intervening. A discount does not fix missing information and must never exceed store rules.

What to review when a customer returns

  • Current price and stock for each item.
  • Cost and availability of the chosen shipping option.
  • Coupon validity and commercial conditions.
  • Updated total and buyer confirmation before payment.

How to measure without inflating results

Separate contacted customers, resumed purchases, and confirmed payments. Compare against a baseline and, where possible, a group without intervention. Report the period, sample, and incentive cost; a resumed purchase alone does not prove incremental revenue.