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CRO Playbook · Carts recovered

Cart Recovery — win back the leavers.

Exit-intent, cart-abandonment, and WhatsApp reminders working together to recover 15–30% more carts.

6 experiments ~5 days to run No-code
The Cart Recovery Playbook — a 3-step system: detect & capture abandoning visitors, engage & remind via exit-intent, email and WhatsApp, then recover & convert, lifting recovered carts 15–30%.
The full Cart Recovery playbook at a glance — every play, in order.
On your store

Build the cart-recovery experience on your store

This is your cart with the recovery plays live — catching the leaver on exit, on return, and after they’ve gone, each with a one-tap path back to checkout.

yourstore.com/cart
3
Free-shipping reminder
6
Express checkout in drawer
1
✕   Wait — 10% off your cart
Exit-intent cart-save
A wireframe of your storefront — numbered blocks are what this playbook adds.
Implement it in the CustomFit editor
1
Exit-intent modal
Set: Small incentive the moment they move to leave with items
Carts with intent to exit
2
Cross-device session
Set: Restore the cart automatically on return
Returning shoppers
3
Cart drawer
Set: Nudge toward the free-shipping threshold
Carts below threshold
4
WhatsApp / SMS
Set: Opt-in reminder with a direct link back to cart
Abandoners (opted-in)
5
Email
Set: Pre-filled checkout link — complete in one tap
Abandoners
6
Cart drawer
Set: Wallet buttons to shorten the path to pay
All carts
Start building free →

Three recovery moments

Exit-intent, cross-device return, and post-session reminders cover the whole drop-off.

Reach them where they are

WhatsApp and email reminders bring shoppers back with a one-tap path to checkout.

Persistent carts

Baskets survive across devices and sessions so returning shoppers pick up where they left off.

The recipe

The experiments, in priority order

6 experiments in this playbook — here are the highest-impact tests to start with. Each is a ready-to-run recipe with a hypothesis and a target metric.

1
Exit-intent cart-save offer
A modal with a small incentive the moment a shopper moves to leave with items in cart.
est. lift+12–20%
2
Persistent cross-device cart
Restore the cart automatically when the shopper returns on any device.
est. lift+5–9%
3
Free-shipping reminder in cart
Nudge shoppers to the threshold they’re about to abandon below.
est. lift+4–7%
4
WhatsApp abandonment reminder
An opt-in recovery message with a direct link back to the cart.
est. lift+8–14%
5
One-tap return-to-cart email
A pre-filled checkout link so completing the order is a single tap.
est. lift+6–10%
6
Express-checkout in cart drawer
Wallet buttons in the slide-out cart to shorten the path to pay.
est. lift+5–8%

Estimated lift ranges are typical results across comparable D2C stores — your numbers depend on traffic, vertical, and baseline.

Why it works

Built on patterns proven across thousands of D2C stores.

Most carts never make it to checkout. This playbook catches leavers at three moments — on exit, on return, and after they’ve gone — to pull abandoned carts back into completed orders.

  • Exit-intent catches the abandon decision at the exact moment it happens.
  • A persistent cart removes the “lost my basket” friction that kills return visits.
  • WhatsApp reminders outperform email for recovery in many D2C markets.
  • A pre-filled checkout link turns a reminder into a one-tap completion.
Outcome you're moving
15–30%
More carts recovered
Primary metric · Carts recovered
6 experiments to test
Typical run time · ~5 days
How it works

Run the playbook in four steps

1

Browse the recipe

Skim the experiments and pick the one that maps to your biggest gap.

2

Read the hypothesis

Each test states the change, the audience, and the metric it moves.

3

Build it no-code

Recreate the variant in the CustomFit visual editor in minutes.

4

Launch & measure

Ship as an A/B test and watch lift against real revenue.

Adding a WhatsApp reminder on top of our email flow recovered carts we’d written off completely. It paid back in days.
SK
Sana Kapoor
Retention Lead · D2C wellness
6
Ready-to-run experiments
15–30%
More carts recovered
1-click
Recreate & launch

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The complete guide

Understanding the Cart Recovery Playbook

The Cart Recovery Playbook targets the largest pool of lost revenue in ecommerce: shoppers who add to cart but never check out. Rather than relying on a single abandonment email, it intervenes at three distinct moments to maximize the number of carts that convert.

The first moment is exit — an exit-intent offer that catches the abandon decision as it happens. The second is return — a persistent, cross-device cart plus in-cart nudges so a shopper who comes back finds their basket intact. The third is after they’ve gone — WhatsApp and email reminders with a one-tap, pre-filled path straight to checkout.

Every play is built and targeted in CustomFit without code and measured on carts recovered and revenue, so you can see which channel and moment is doing the heavy lifting for your store.

Do I need a separate tool for WhatsApp reminders?

No — CustomFit triggers the reminder through your connected messaging integration, and the recovery link drops the shopper straight back into their saved cart.

How many experiments are in this playbook?

All 6 experiments in this playbook are detailed on this page, in priority order — start at the top and work down.

Do I need a developer to run this playbook?

No. Every experiment recreates as a no-code experience in the CustomFit visual editor; developers can use the API and SDKs when they want deeper control.

How quickly can I get started?

Most teams install CustomFit in minutes via a single script tag or the Shopify app and ship the first test in this playbook the same week.

Run the Cart Recovery Playbook on your store.

Join 2,400+ D2C brands shipping smarter experiments on CustomFit.ai — recreate any play in minutes, no code.

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