- Abandoned cart recovery rate benchmark: recovery rate = recovered orders ÷ abandoned carts × 100, but which carts you divide by changes the answer by 2–3×.
- Baymard’s average documented cart abandonment rate is 70.22%, so there are plenty of carts to win back.
- Klaviyo’s 2026 data: abandoned cart flows average $6.77 revenue per recipient for email and $4.48 for SMS; the top 10% reach $13.70 and $8.69.
- CartBoss’s production data: 3.3% of delivered cart texts recover an order, but only about 1.9% of all carts come back via SMS.
- Benchmark revenue per recipient, not a made-up %, and run your own numbers in the abandoned cart calculator.
Search for an abandoned cart recovery rate benchmark and you’ll see everything from 3% to 25%. All stated with total confidence. Most with no source. And almost none tell you what the number was divided by.
That last part matters more than anything. The same flow can honestly be reported as a 2% recovery rate or a 7% one, depending on which carts you count.
So here’s the honest version: the formula, the three denominators, the benchmarks I could verify on the source pages, and a quick way to see if your flow is under-earning. Tricks first.
Abandoned Cart Recovery CalculatorEnter monthly carts, AOV and recovery rate and see how much revenue your flow wins back (and what you’re leaving behind).Run my numbers →The abandoned cart recovery rate formula (and its 3 denominators)
Simple. Until you ask “which carts?” There are three common answers:
| Denominator | What it measures | Number looks |
|---|---|---|
| All abandoned carts | How much of your total lost revenue comes back | Lowest |
| Carts you could message (email or phone captured) | How well the flow works on the people it can reach | Middle |
| Messages delivered | How well each email or text converts | Highest per sequence, lower per message |
Vendors usually quote whichever looks best. CartBoss says it plainly on its benchmark page: most recovery stats come with “no source, no date, and no denominator”.
3 tricks before you compare yourself to anyone
1. Track coverage separately
Coverage = carts that got at least one message ÷ all abandoned carts. If you only capture emails at checkout, coverage might be low, and no copy fix will move your total recovery much. Better forms and an earlier email field will.
2. Benchmark money per recipient, not a %
Klaviyo doesn’t publish a recovery %. It publishes revenue per recipient (RPR), which already blends click rate, order rate and order value. That’s the cleanest benchmark you’ll find.
3. Fix the window
Count recovered orders inside the same attribution window every month. Change it and your “improvement” is just a reporting change.
Abandoned cart recovery rate benchmark: the verified 2026 numbers
First, the size of the prize. Baymard’s running average of 50 studies puts the documented online cart abandonment rate at 70.22%. Seven in ten carts never check out.
Email and SMS revenue per recipient (Klaviyo)
Klaviyo’s 2026 abandoned cart benchmark report analysed more than 110,000 Klaviyo customers:
| Abandoned cart flow (Klaviyo 2026) | SMS | |
|---|---|---|
| Average revenue per recipient | $6.77 | $4.48 |
| Top 10% revenue per recipient | $13.70 | $8.69 |
| Average click rate | 6% | 10.3% |
| Top 10% click rate | 11.3% | 18.5% |
Klaviyo says abandoned cart is the highest-RPR flow it tracks for both channels. Some industries run far higher: home & garden and hardware & home improvement average around $15 RPR for cart emails, and the top 10% in hardware reach $35.24. Higher order values pull RPR up, so compare with your own category where you can.
SMS recovery rate per delivered text (CartBoss)
CartBoss published a full funnel from its production data, February 2024 to January 2025, across roughly 2 million delivered cart-recovery texts:
- 26.8% of delivered texts were clicked.
- 12.3% of clicks became a recovered order.
- So 3.3% of delivered texts recovered an order, or about 33 orders per 1,000 texts.
- Measured against all tracked carts, including ones never messaged, recovered orders were about 1.9%.
That 3.3% vs 1.9% gap is the denominator problem in one line. Same data, two honest answers.
How to find your own recovery rate in Klaviyo (10 minutes)
- Open your abandoned cart flow and set the date range to the last full 90 days.
- Note recipients (delivered) and placed orders for the first message, then for the whole flow.
- Pull total abandoned checkouts for the same period from Shopify.
- Work out all three: orders ÷ delivered, orders ÷ carts you could reach, orders ÷ all carts.
- Note RPR for each message and compare it with the Klaviyo table above.
A Shopify store has 4,000 abandoned checkouts in a month. It has an email address for 2,400 of them (60% coverage). The 3-email flow delivers 6,000 emails and recovers 168 orders at a $70 AOV.
- Per carts reached: 168 ÷ 2,400 = 7%.
- Per all carts: 168 ÷ 4,000 = 4.2%.
- Per delivered email: 168 ÷ 6,000 = 2.8%.
- Recovered revenue: 168 × $70 = $11,760. RPR: $11,760 ÷ 6,000 = $1.96, well under Klaviyo’s $6.77 average.
Same flow. 7%, 4.2% or 2.8%. The RPR is the useful signal here: this flow has room to grow.
- Same store moves the email field to the top of checkout and adds a popup. Coverage goes from 60% to 75%: 3,000 reachable carts.
- Recovery on reached carts stays at 7%: 3,000 × 7% = 210 orders, up from 168.
- That’s 42 extra orders × $70 = $2,940 a month without touching a single email.
Run your own version in the abandoned cart calculator, and see what higher order values do with the AOV calculator.
7 fixes when you’re below the benchmark
1. Send the first message fast
Klaviyo’s report suggests a common 3-step sequence: an email reminder after 2–4 hours, a follow-up text with an offer after 24 hours, and a final message after 48 hours. CartBoss says speed is its biggest lever for SMS, with the first text inside the hour.
2. Add an SMS step
Cart texts get a 10.3% average click rate in Klaviyo’s data, versus 6% for email. If you have SMS consent, test it, and measure ROI properly with the SMS marketing ROI formula.
3. Make the link restore the cart
CartBoss points out that click-to-order is won on the landing side: the exact cart, on mobile, no login wall. Test your own flow on your phone today.
4. Don’t lead with a discount
Klaviyo warns discounts can train shoppers to wait. Keep the offer for the second or third message, or only for high-value carts.
5. Personalise the reminder
First name and the actual products left behind, in the subject line or text. Klaviyo recommends exactly this as a starting point.
6. Raise coverage
See the example above. More reachable carts often beats better copy. My list growth benchmark post covers the forms side.
7. Catch people earlier
Some people never reach the cart. A browse abandonment flow picks them up a step earlier, and Klaviyo’s data shows it can match cart emails for clicks in some industries.
For the full build (filters, timing and copy), follow my Klaviyo abandoned cart flow guide.
A simple scorecard for your flow
- Coverage: what share of carts get at least one message? Push it up first.
- RPR: compare each message with Klaviyo’s $6.77 email and $4.48 SMS averages, or the top 10% at $13.70 and $8.69.
- Recovery rate: report it with the denominator written next to it, every time.
- Trend: beat your own last quarter. That’s the benchmark that matters most.
Want Inboxoo to set this up for you?
We build and run Klaviyo email & SMS retention for Shopify brands and get paid on results.
Chat on WhatsAppWant to know the exact quotation? Contact now
FAQ
What is a good abandoned cart recovery rate?
It depends on the denominator. Per delivered SMS, CartBoss’s production data shows 3.3% of cart texts recover an order. Across all tracked carts, including ones that were never messaged, it was about 1.9%. For email, Klaviyo publishes revenue per recipient instead: $6.77 on average and $13.70 for the top 10% of brands in 2026. Compare against the benchmark that uses the same denominator as yours.
How do you calculate abandoned cart recovery rate?
Divide recovered orders by abandoned carts and multiply by 100. Decide first which carts count: all abandoned carts, only carts with an email or phone number, or only carts that actually received a message. Use the same choice every month.
What is the average abandoned cart revenue per recipient in Klaviyo?
Klaviyo’s 2026 abandoned cart benchmark report, based on more than 110,000 Klaviyo customers, puts the average at $6.77 per recipient for email and $4.48 for text messages. The top 10% of brands reach $13.70 for email and $8.69 for text.
Why is my abandoned cart recovery rate so low?
The usual causes are a slow first message, a flow that only reaches a small share of carts because you capture emails late, links that do not restore the cart, and no SMS step. Check how many carts are even eligible for the flow before blaming the copy.
Is the 10% abandoned cart recovery benchmark real?
Figures like 10% are widely repeated, but they rarely say which carts were counted or link to an original dataset. Treat any recovery percentage without a named source, date and denominator as a rough guess.
Should I add SMS to my abandoned cart flow?
If you collect phone numbers with consent, it is worth testing. Klaviyo’s 2026 data shows abandoned cart texts get a 10.3% average click rate versus 6% for email, and CartBoss saw 26.8% of delivered cart texts clicked. Measure it with a holdout so you know how many orders SMS adds on top of email.
Want Inboxoo to set this up for you?
We build and run Klaviyo email & SMS retention for Shopify brands and get paid on results.
Chat on WhatsAppWant to know the exact quotation? Contact now
Keep reading
The Klaviyo abandoned cart flow setup
Trigger, filters, timing and discount rules for a cart flow that recovers revenue without training buyers to wait for a code.
7 min read →SMS mathsSMS marketing ROI formula
Revenue ROI vs profit ROI vs incremental ROI, the forgotten costs, and worked examples.
7 min read →Klaviyo flowsThe Klaviyo browse abandonment flow
Trigger, filters, timing and a 2-email structure for the flow that catches window shoppers before they buy elsewhere.
8 min read →- Klaviyo: 2026 abandoned cart benchmark report (Oct 2026)
- CartBoss: Abandoned cart SMS recovery-rate benchmarks (Jul 2026)
- Baymard Institute: 50 cart abandonment rate statistics
Worked examples in this post use illustrative numbers, not client results. Benchmarks are linked to their original publisher.