Why 87% of Retailers Can't Crack 20% Cart Recovery

Watching abandoned carts pile up is one of the more frustrating parts of running an ecommerce program. You've built a retargeting strategy, you're running campaigns, and shoppers still walk away before completing a purchase.

If that sounds familiar, the data says you're not alone. Pathways to Retargeting Campaign Effectiveness, a survey of 100 senior retail and ecommerce leaders by AdRoll and eTail Insights, found that 99% rate their retargeting programs as at least somewhat effective. In spite of this, only 13% recover more than 20% of the carts they lose. 

According to the report, this is a matter of limited capabilities rather than limited budget:

The data suggests most organizations have hit their natural limit with their current cart recovery capabilities. Increasing spend alone is unlikely to break through this ceiling.

The retailers pulling ahead are winning through precision. Three tactics separate them from the rest:

• How quickly they respond to an abandoned cart

• How sharply they target and incentivize shoppers

• How consistently they test and refine what they're running 

How Fast Should You Retarget an Abandoned Cart?

Speed matters more than most retailers assume. Successful brands note an optimal window for retargeting: the first 24 to 48 hours after someone abandons a cart. Miss it, and the odds of winning that customer back drop fast, especially since competing brands are often running retargeting campaigns of their own at the same time.

That window is important because intent is fleeting. A shopper who added something to their cart an hour ago still remembers why. Three days later, that reasoning has faded and a dozen other ads have pulled attention.

If your current retargeting sequence waits several days to follow up, or treats every touchpoint the same regardless of timing, that is worth auditing first, before adjusting anything else.

How to Target Cart Abandoners with Personalized Incentives

Targeting and incentives work hand-in-hand. Get the targeting right, and personalized incentives become a sales-driver. Get it wrong, and you're handing out discounts to shoppers who were never going to convert anyway.

Retailers describe achieving this by shifting away from demographic targeting and toward behavioral targeting, building audience segments around what a shopper actually did on the site rather than who they're assumed to be based on age, location or similar traits. 

This tactic also requires narrowing the targeting pool. Instead of retargeting everyone who ever landed on a site, some retailers focus only on the highest-intent visitors: people who added something to a cart or spent real time on a product page. A generic ad wastes that signal. Once that pool is narrowed, a personalized incentive tied to what's actually in someone's cart carries far more weight than a blanket discount code.

If your retargeting pool still includes every past visitor regardless of intent, sharpening that list is likely to make any incentive strategy you run afterward more effective.

Why Testing and Iteration Improve Cart Recovery Rates

A single retargeting message rarely performs at its best on the first try. The retailers seeing stronger recovery rates keep testing their cart abandonment sequences well after launch.

One retailer described running four to five rounds of testing on a single abandoned cart SMS over the course of one quarter. By the end of that testing cycle, conversion on that message had improved by more than 50%. 

That kind of lift comes from testing smaller pieces one at a time and keeping what works. Retailers seeing the strongest gains tend to test:

• The wording of the message itself

• The incentive or offer attached to it

• How many messages get sent, and how far apart

If your cart recovery messaging still looks the same as it did a year ago, that's usually the clearest sign there's room to improve it.

The Cart Recovery Strategy That Combines Timing, Targeting, and Iteration

None of these three tactics work as well in isolation as they do together. Fast follow-up matters less if the audience being retargeted was never likely to convert. Sharp targeting matters less if the message arrives three days too late. And testing only helps once timing and targeting are already pointed at the right shoppers.

The report ties the strongest recovery rates in the study to retailers running all three at once: 

• Responding within 24 to 48 hours

• Narrowing focus to high-intent shoppers with incentives worth their attention

• Testing that sequence on an ongoing basis rather than leaving it untouched

For lean teams without bandwidth to overhaul a retargeting program all at once, that's also a practical starting point. Before adding budget, audit these three levers first. In many cases, the fix is a faster follow-up window, a narrower audience, or one round of testing on a message that hasn't changed in a while.

Don’t abandon your abandoned carts. Learn how AdRoll’s advanced retargeting capabilities can help send more carts rolling through your ecommerce checkout.

Abandoned Cart Recovery FAQs

Should I offer a discount in my recovery messaging?

Yes, if it works for your business, discounts and offers are a great way to bring buyers back to their abandoned carts. Learn more about discounts and promotions here.

Which cart recovery tools integrate with Shopify/WooCommerce/Klaviyo?

AdRoll offers integrations with Shopify, WooCommerce, and Klaviyo. Check out our retargeting capabilities and integrations.

Last updated on August 13th, 2026.