Abandoned Cart Flow

What is an Abandoned Cart Flow?

Many online shoppers add items to a cart and then leave, whether they were comparing prices, got distracted, or ran into an unexpected cost at checkout. An abandoned cart flow is the automated follow-up that brings some of them back.

It works when the store can identify the shopper, usually because they are logged in, entered an email or phone number earlier, or clicked through from a previous message. The store platform records that a cart was created but not completed, and after a set delay the messaging tool sends a reminder with the cart contents and a link straight back to checkout.

It is one of the first flows most ecommerce brands set up in tools like Klaviyo, Shopify Email, or Omnisend, and a standard part of lifecycle marketing. Because it reaches people who already showed strong intent, it is often among the most productive automated messages a store sends.

How does an abandoned cart flow work?

The flow has four parts. A trigger fires when a known shopper adds to cart or starts checkout and no order follows. A delay waits before the first message, long enough that the shopper is not interrupted mid-purchase. A short series of messages follows, typically spaced over a day or two. Exit conditions stop the flow as soon as the shopper buys, so nobody receives a reminder for an order they already placed.

Most stores also add filters: skip shoppers who received the flow recently, split new and returning customers, and suppress anyone who has unsubscribed. Marketing automation tools handle the timing and branching, but the event data from the store has to be accurate and arrive quickly for any of it to work.

What should an abandoned cart message include?

The best messages are short, practical, and focused on getting the shopper back to checkout. Useful elements include:

• Images, names, and prices of the exact items left in the cart.
• One clear button that returns the shopper to checkout with the cart intact.
• Answers to common hesitations, such as shipping costs, delivery times, returns, and payment options.
• Reviews or ratings for the products in the cart.
• An easy way to ask a question or reach support.

Discounts are optional, not required. Offering one in every first reminder can teach regular customers to abandon carts on purpose. Many brands hold any incentive for a later message, or reserve it for first-time buyers and higher-value carts.

How is cart abandonment different from browse and checkout abandonment?

These flows target different levels of intent. A browse abandonment flow reaches people who viewed products but did not add anything to the cart. The messages are softer, often showing the viewed items or similar ones.

A cart abandonment flow reaches people who added items but did not start checkout. A checkout abandonment flow reaches people who began entering details and stopped, often because of a surprise cost, a payment problem, or a form that did not work on mobile.

Checkout abandonment is the strongest signal of intent and also the most useful diagnostic. A rising checkout drop-off often points to a fixable problem on the site, which is why it belongs alongside conversion rate optimization (CRO) work rather than only in the email program.

How do you measure an abandoned cart flow?

Messaging tools report revenue attributed to the flow, which is a useful trend line but overstates its effect, since some shoppers would have returned on their own. A holdout group that receives no reminders shows how much extra revenue the flow actually produces.

Look at each step: delivery rate, open and click rates, conversion by message, and the share of recovered orders that used a discount. Watch unsubscribes and spam complaints too, especially if the flow sends several messages.

Finally, check the data behind it. If the trigger misses shoppers or exit conditions are slow, people get reminders after buying. Linking the flow to store analytics helps confirm it is firing on the right carts. Text message flows also need the right consent, so confirm the rules that apply to your markets.

How does Vizio AI build abandoned cart flows?

Abandoned cart, browse, and checkout flows are part of the marketing automation and funnel optimization work in our Growth Studio. We set up the triggers, timing, and exit rules in the email and SMS tools a store already uses, write the follow-up sequences, and decide when an incentive is worth offering.

Because checkout drop-off often has a cause on the site, we also look at landing, product, and checkout pages, and we add growth analytics with holdouts so the flow's real contribution is clear. We usually start with a short diagnosis of current flows, store data, and where shoppers leave.