Alexander Serradilha
Cart recovery rate: the number your CRM flow has to move
77% of carts are abandoned. The recovery rate is the number that tells you whether your flow works — and almost nobody tracks it.
What you will learn here
- The global average cart abandonment rate is 77%.
- Among Klaviyo's top performers, clicks on the recovery email almost double.
- Part of the abandonment is a checkout problem, not a CRM one — and no flow fixes that.
The global average cart abandonment rate is 77%, according to Dynamic Yield data cited by Shopify. Three out of every four people who added a product to the cart never finish the purchase.
That number is well known. The one almost nobody tracks is the second: how many of those carts you recover.
The calculation
Recovery rate = recovered carts ÷ abandoned carts
Shopify's example: 500 abandoned carts in the month, 40 completed after receiving the recovery message. An 8% rate.
It is a simple number and it is the only one that tells you whether the recovery flow works. Email opens do not. Clicks do not. A recovered order does.
The benchmarks that exist
According to the Klaviyo reference data cited in the article, cart recovery emails average a 6% click rate, rising to 11.3% among the platform's top 10% of e-commerce customers.
Hold on to the gap between those two numbers. It is not 6% against 6.5% — it is almost double. The difference between a standard flow and a well-built one is not marginal.
Baymard Institute, also cited, estimates that US$260 billion in lost orders would be recoverable with nothing more than a better-designed checkout. Which means a meaningful share of cart abandonment is not a CRM problem — it is a checkout problem, and no email sequence fixes it.
The right order to tackle it
First, the checkout
If the abandonment happens at the shipping or payment step, the flow is trying to recover a problem you created yourself four clicks earlier. Surprise shipping costs at the end of the funnel are the most common cause and the cheapest to solve: show the delivery time and the cost by postcode up front.
Then, the flow
Three sends cover most of it:
- 1 hour — a plain reminder, no discount. A good share of abandonment is interruption, not objection. A discount here is money thrown away on someone who was going to buy anyway.
- 24 hours — address the likely objection: delivery time, returns policy, payment method.
- 72 hours — now, if warranted, an incentive. And with a deadline.
Last, the segmentation
An R$80.00 cart and an R$1,200.00 cart do not deserve the same flow. The high-value one justifies human contact; the low-value one does not repay the effort.
What to measure from here on
A cart recovery dashboard needs four lines, not forty: abandoned carts, recovered carts, recovery rate and recovered revenue. Tracked month on month, they tell you whether the flow is improving.
If you do not know your rate today, that is the first job. The complete flow, with segmentation by database, is described in Master the art of retention — and it is what WIG builds in CRM management.
Source: Shopify — How To Improve Your Abandoned Cart Recovery Rate (2026), with Dynamic Yield, Klaviyo and Baymard data cited in the source.
“Opens do not tell you whether the flow works. Clicks do not. A recovered order does.”
