How Can Shopify Stores Reduce Cart Abandonment and Recover Lost Sales?
Sirazum Monir Osmani
A Shopify abandoned cart basically means a shopper adds products to their cart but leaves the store without completing a purchase.
Cart abandonment is a common challenge for Shopify merchants. According to Baymard Institute, the average online shopping cart abandonment rate is approximately 70.19%, meaning a significant share of potential orders never reach completion.
However, not every abandoned cart represents a lost customer. Some shoppers are comparing products, while others leave because of unexpected shipping costs, payment difficulties, or a complicated checkout process.
For Shopify store owners and eCommerce marketers, understanding these differences is essential to building an effective recovery strategy.
This guide explains why Shopify shoppers abandon their carts, how to find abandoned checkouts in Shopify Admin, which recovery methods work across different communication channels, and how to prevent future abandonment.
What Is an Abandoned Cart in Shopify?
An abandoned cart in Shopify is a shopping basket left without a completed purchase, while an abandoned checkout occurs when a customer starts checkout but doesn't finish.
Although the terms Shopify abandoned cart and abandoned checkout are frequently used interchangeably, they represent different stages of the purchasing journey.
Abandoned cart: A shopper adds one or more products to their cart but leaves before starting the Shopify checkout process.
Abandoned checkout: A shopper proceeds to checkout but leaves before completing payment and placing the order.
This distinction matters because recovery options depend on how far a customer progressed and whether Shopify can identify them.
Shopify maintains an Abandoned checkouts section under Orders, where merchants can review incomplete checkouts and their recovery status. Shopify also offers separate marketing automations for abandoned product browsing, abandoned carts, and abandoned checkouts.
However, an anonymous shopper who adds a product to their cart and leaves without providing identifiable information will not automatically appear as a recoverable customer in the abandoned checkout list.
How to See Abandoned Checkouts in Shopify?
To see abandoned checkouts in Shopify, open Shopify Admin, navigate to Orders, select Abandoned checkouts, and review incomplete orders, customer information, recovery status, and payment activity.
Follow these steps to find abandoned checkouts:
Log in to your Shopify Admin dashboard.
Navigate to Orders from the sidebar.
Select Abandoned checkouts.
Open an abandoned checkout to review its details.
Inspect the checkout information, customer details, recovery status, and Timeline for payment-related events, when available.
Shopify provides information that can help merchants investigate incomplete purchases. For example, payment events may reveal whether an attempted transaction failed or was blocked.
However, the checkout details do not necessarily reveal the exact cause of abandoning. A shopper who leaves because shipping feels expensive may have the same incomplete checkout status as someone who simply got distracted.
It is also important to distinguish abandoned checkout records from anonymous carts. The abandoned checkout list is not a complete record of every shopper who added a product to their cart and left.
To examine broader drop-off behavior, use Shopify's analytics and conversion funnel reports, which show sessions with cart additions, sessions that reached checkout, and sessions that completed checkout.
Why Do Customers Abandon Shopify Carts?
Customers abandon Shopify carts because of unexpected costs, complicated checkout processes, shipping concerns, limited payment options, low customer trust, mobile usability problems, technical errors, or incomplete purchase intent.
The common causes of Shopify cart abandonment are listed below.
Unexpected costs: Additional shipping fees, taxes, or handling charges can make the final order total higher than shoppers anticipated. When these costs appear late in checkout, customers may reconsider whether the purchase is worthwhile.
Complicated checkout: Excessive form fields, confusing instructions, and unnecessary account creation requirements increase friction during the checkout process. A shopper who intended to purchase may abandon their cart when completing the order requires too much effort.
Shipping delays and unclear delivery information: Customers may leave when the available delivery options are too slow or when shipping estimates are unclear. A lack of reliable delivery information also makes it difficult for shoppers to determine whether their order will arrive on time.
Limited payment options: Shoppers may abandon checkout when their preferred payment method is unavailable or a transaction repeatedly fails. Offering suitable payment methods for the store's target market can help reduce this barrier.
Lack of customer trust: Unclear return policies, unfamiliar payment experiences, and missing business contact information can make shoppers hesitant to provide payment details. Customer trust becomes particularly important for first-time buyers who have no previous experience with the brand.
Mobile issues: Small buttons, difficult form fields, slow-loading pages, and poorly optimized layouts can interrupt purchasing on smartphones. These problems become more frustrating when shoppers need to repeatedly correct information or navigate between multiple checkout screens.
Technical issues: Broken checkout buttons, payment gateway errors, incorrect discount codes, and unexpected website behavior can prevent customers from completing orders. Even shoppers with strong purchase intent may abandon their carts when technical problems prevent a successful transaction.
Browsing without immediate purchase intent: Some shoppers add products to compare prices, estimate total costs, or save items for later consideration. These abandonments are not necessarily caused by poor store performance, although recovery is possible when shoppers become ready to purchase.
For eCommerce teams, the challenge is identifying which causes can be resolved through recovery messages and which require improvements to the shopping experience itself.
A customer who forgot to complete an order may respond to a reminder. A customer who encountered a payment error, however, may need a working alternative payment method before another reminder becomes useful.
How to Recover Abandoned Carts in Shopify?
You can recover abandoned carts in Shopify by sending timely reminders with recovery links, addressing purchase hesitation, and offering selective incentives when additional reassurance is insufficient.
Shopify supports several recovery approaches, ranging from built-in automations to dedicated marketing applications.
The most effective approach depends on customer identification, communication consent, preferred channels, cart value, and the reasons shoppers leave.
Below are ten ways to recover abandoned carts in Shopify.
1. Shopify Abandoned Cart Email
A Shopify abandoned cart email is an automated recovery message reminding shoppers about unfinished purchases, displaying relevant products, and providing a checkout link to complete their order.
Shopify provides native recovery email functionality through its marketing automations in the Shopify Messaging app.
To configure an automation, navigate to Shopify Admin > Apps > Messaging > Automations, choose the appropriate abandoned cart or abandoned checkout template, customize the email, and activate the workflow.
An effective recovery email should contain four essential elements:
Timing: Send the first reminder while the shopper's interest is still relatively fresh, then test subsequent reminders based on customer response.
Personalization: Include the shopper's name when available and reference the products they were considering.
Cart details: Display relevant product images, names, and prices so shoppers immediately recognize their unfinished purchase.
Checkout CTA: Include a prominent recovery link that takes the shopper back to the relevant cart or checkout.
For example, a recovery email might say, "Your items are still waiting in your cart. Complete your order whenever you're ready," followed by a Complete Your Order button.
The message is straightforward because its purpose is to help shoppers resume a purchase they already considered.
More sophisticated email sequences can address specific concerns, such as shipping information, return policies, or payment flexibility.
2. Shopify Abandoned Cart Automation
Shopify abandoned cart automation means automatically triggering recovery messages when identifiable shoppers leave without purchasing, using behavioral conditions, scheduled delays, and predefined communication workflows.
Shopify's native marketing automations support different stages of the abandonment journey:
Abandoned product browse: The customer views a product but does not add it to their cart.
Abandoned cart: The customer adds products but does not proceed to checkout.
Abandoned checkout: The customer begins checkout but does not complete an order.
These automations are available through Shopify Messaging, while Shopify Flow supports additional workflow customization.
Instead of sending a single reminder, merchants can create multi-step recovery sequences.
For example, a recovery sequence could follow this structure:
After 1 hour: Send a reminder featuring the abandoned products.
After 24 hours: Follow up with useful information about shipping, returns, or product benefits.
After 48 hours: Send a final reminder or an eligible, carefully selected incentive if the purchase remains incomplete.
These intervals are illustrative starting points, not universal best practices. Your store should test timing according to product category, buying cycle, and customer behavior.
Every abandoned checkout automation should also stop once the customer completes their purchase.
Shopify's native automation is suitable for stores that need straightforward recovery workflows. A third-party app from the Shopify App Store becomes useful when merchants require more sophisticated segmentation, broader channel coordination, or deeper revenue attribution.
3. SMS
Recovering abandoned carts in Shopify using SMS means sending opted-in shoppers short, timely text reminders containing a recovery link that helps them resume unfinished purchases.
SMS is particularly useful when a shopper has already provided their phone number and explicitly agreed to receive marketing messages.
Unlike email, an SMS recovery message has limited space to communicate its purpose. Therefore, the message should identify the brand, reference the incomplete purchase, and include a clear action.
For example:
"Hi Alex, your items are still in your cart at [Store Name]. Complete your order here: [Checkout Link]."
Shopify Messaging supports SMS recovery automations for eligible stores, while third-party applications offer additional sequencing and personalization options.
However, SMS consent is essential. Email marketing consent does not automatically authorize SMS marketing, and merchants must respect applicable consent rules, sending hours, opt-out requirements, and message frequency.
A short reminder may help customers return, but repeatedly messaging them can undermine trust and increase unsubscribes.
4. WhatsApp
Recovering abandoned carts in Shopify using WhatsApp means sending personalized recovery messages through WhatsApp Business to eligible shoppers who left products unpurchased.
WhatsApp recovery can be particularly useful in markets where customers routinely communicate with businesses through the platform.
Rather than sending a generic promotional reminder, Shopify merchants can use WhatsApp to address customer hesitation conversationally.
For instance, a shopper who abandoned a relatively expensive product might receive a message offering assistance with product specifications, delivery details, or available payment options.
This approach works because customers can respond directly when they need clarification.
WhatsApp cart recovery generally requires an appropriate WhatsApp Business integration, customer opt-in, and compliance with Meta's business messaging requirements, including approved templates when applicable.
For brands serving markets where WhatsApp is a primary communication channel, it can complement email and SMS in a broader recovery strategy.
5. Push Notifications (Web and Mobile)
Recovering abandoned carts in Shopify using push notifications means sending opted-in shoppers browser or mobile app alerts reminding them about products they previously considered purchasing.
Web push notifications can reach shoppers who granted browser notification permission, even when they have not provided their email address or phone number.
Similarly, a mobile push notification can remind app users about unfinished purchases, provided the application has the necessary permissions and customer identification.
These notifications are typically short and direct.
For example, a Shopify merchant selling electronics might send: "Still deciding? Your selected headphones are waiting in your cart."
However, push recovery depends on the store's technical setup and its ability to associate an abandoned cart with a subscribed browser or app user.
Because push notifications interrupt the shopper outside the storefront, merchants should prioritize relevant messages and avoid excessive frequency.
6. Social Media Messaging (Instagram DM and Facebook Messenger)
Recovering abandoned carts in Shopify using social media messaging means following up with eligible shoppers through Instagram DM or Facebook Messenger after relevant interactions with the brand.
This method can work well for Shopify businesses that already receive substantial product inquiries through social platforms.
For example, a customer might ask about product sizing through Instagram, visit the Shopify store, add an item to their cart, and leave without purchasing.
When the business has a permitted messaging relationship and can appropriately associate that interaction with the shopper, a follow-up conversation may help answer the remaining question.
However, Shopify merchants should not assume that every anonymous cart can be matched to an Instagram or Facebook account.
Messaging must follow Meta's platform permissions, conversation windows, and applicable consent requirements.
For most stores, social messaging is better suited to contextual customer assistance than unsolicited cart recovery outreach.
7. Retargeting Ads (Facebook, Instagram, and Google)
Recovering abandoned carts in Shopify using retargeting ads means displaying previously considered products through Facebook, Instagram, or Google advertisements to eligible shoppers across other online experiences.
Retargeting, also called remarketing, helps Shopify merchants reach shoppers who previously interacted with products but did not complete a purchase.
With the appropriate catalog integration, tracking configuration, and privacy permissions, merchants can create audiences based on relevant store behavior.
For example, a shopper who viewed a running shoe or added it to their cart may later see an advertisement featuring that product.
These ads are particularly useful when direct contact information is unavailable but the shopper can be reached through an eligible advertising audience.
However, retargeting campaigns require careful audience exclusions.
Customers who have already purchased should generally be excluded from abandoned cart campaigns, while advertising frequency and acquisition costs should be monitored to avoid unnecessary spending.
8. Direct Mail
Recovering abandoned carts in Shopify using direct mail means sending physical postcards or personalized reminders to eligible customers who abandoned high-value carts without completing their purchases.
Direct mail is less common than digital recovery because it involves printing, delivery costs, and longer response times.
Nevertheless, it may be appropriate for selected high-value purchases, particularly when the merchant already has an established customer relationship and a legitimately obtained mailing address.
For example, a premium furniture retailer might send a personalized postcard after a significant unfinished order, offering an appointment or assistance with delivery arrangements.
This approach is generally unsuitable for low-value or time-sensitive carts because the cost and delivery delay may outweigh the potential return.
Merchants should also consider privacy requirements and whether the recipient reasonably expects this type of communication.
9. Draft Orders and Manual Outreach (Phone Call)
Recovering abandoned carts in Shopify using draft orders and manual outreach means personally assisting shoppers with unfinished purchases and preparing orders for completion when appropriate.
This method is particularly useful for Shopify merchants managing high-value purchases, wholesale orders, or B2B transactions that require additional clarification.
For example, a customer purchasing expensive equipment may abandon checkout because they need a customized shipping arrangement or alternative payment terms.
Instead of repeatedly sending automated reminders, the merchant can contact the customer through an appropriate, permitted communication channel to understand the difficulty.
Shopify allows merchants to create a draft order using the relevant details from an abandoned checkout and send an invoice.
Manual outreach can then help resolve the outstanding concern and guide the customer toward completing the order.
However, phone-based recovery should generally be reserved for situations where direct assistance is appropriate and the merchant has a lawful basis or necessary permission to contact the customer.
10. Omnichannel Automation
Omnichannel automation for Shopify abandoned cart recovery means coordinating eligible email, SMS, WhatsApp, and push reminders within one workflow, using customer behavior to prevent repetitive outreach.
An omnichannel marketing strategy does not simply send the same reminder through every available channel.
Instead, it identifies which channel is appropriate, when another reminder is necessary, and when the recovery sequence should stop.
For example, an omnichannel abandoned checkout sequence might look like this:
A shopper leaves checkout without purchasing.
An automated email reminds them about their unfinished purchase.
If there is no conversion, the system checks whether another communication channel is available and permitted.
An eligible SMS or WhatsApp reminder is sent based on the configured journey.
Once the customer completes the purchase, the remaining recovery messages are canceled.
For eCommerce and CRM managers, this becomes particularly relevant as customer journeys grow more complex.
Rather than managing disconnected recovery campaigns, teams can coordinate communication while measuring which channels contribute to conversions and recovered revenue.
How to Measure Abandoned Cart Recovery?
Abandoned cart recovery is measured using cart abandonment rate, recovery rate, and recovered revenue to evaluate completed purchases, campaign effectiveness, and customer drop-off throughout checkout.
Measuring recovery performance requires more than tracking how many reminders were sent.
For Shopify marketers, the objective is understanding how effectively abandoned shopping journeys are converted into completed orders.
The following metrics provide a practical measurement framework.
1. Cart Abandonment Rate
Cart abandonment rate represents the percentage of shopping carts that do not result in completed purchases.
A common cart-level formula is:
Cart Abandonment Rate = (Abandoned Carts ÷ Total Initiated Carts) × 100
For example, if 1,000 carts were initiated and 700 were abandoned, the cart abandonment rate would be 70%.
In Shopify Analytics, merchants often use sessions with cart additions and completed checkouts as a proxy. When doing so, use a consistent funnel definition, ideally a closed funnel, because Shopify's session-based metrics do not always correspond directly to unique carts.
2. Abandoned Cart Recovery Rate
Recovery rate measures the percentage of abandoned carts or checkouts that subsequently convert into purchases within a defined recovery window.
Recovery Rate = (Recovered Abandonments ÷ Eligible Abandonments) × 100
For example, if 500 eligible abandoned checkouts enter a recovery workflow and 60 eventually convert, the recovery rate would be 12%.
Define eligibility, the conversion window, and the meaning of "recovered" consistently before comparing campaigns.
3. Recovered Revenue
Recovered revenue represents the value of purchases associated with recovered abandoned carts or checkouts.
For example, if an abandoned cart recovery campaign generates 40 attributed orders with an average order value of $75, its reported recovered revenue would be $3,000.
However, reported attribution is not necessarily the same as incremental revenue.
Some customers may have returned to purchase without receiving a reminder. Where possible, marketers should use controlled testing to estimate the additional revenue generated by recovery efforts.
4. Recovery Campaign Conversion Rate
This metric measures how many shoppers complete a purchase after entering or interacting with a recovery campaign, depending on the attribution model.
Comparing conversion rates across email, SMS, WhatsApp, and other channels helps identify which approaches are performing better for different customer segments.
5. Recovery Costs and Profitability
Recovery campaigns can generate revenue while still creating unnecessary expenses through discounts, advertising, and messaging costs.
For eCommerce directors, recovered revenue should therefore be evaluated alongside contribution margin, customer acquisition economics, and the cost of running each recovery workflow.
Shopify's conversion funnel reports and automation analytics can help merchants investigate abandonment patterns, while dedicated recovery platforms may offer additional channel-level attribution.
Regularly reviewing these metrics supports both improving recovery performance and reducing cart abandonment at its source.
Is It Possible to Reduce Shopify Cart Abandonment?
Yes, it is possible to reduce Shopify cart abandonment by improving pricing transparency, simplifying checkout, optimizing mobile usability, clarifying shipping costs, and offering suitable payment options.
Although some abandonment is unavoidable, merchants can address many of the barriers that prevent interested shoppers from purchasing.
The starting point is identifying where the shopping experience creates friction.
For example, a high drop-off rate between cart and checkout may indicate that shoppers are hesitant about delivery charges, unclear pricing, or the effort required to proceed.
A high drop-off rate after checkout begins may instead suggest payment difficulties, form usability problems, or missing delivery options.
For Shopify merchants, checkout optimization should therefore begin with the most significant friction points rather than broad website redesigns.
Consider the following priorities:
Make all costs clear: Display relevant product prices, shipping charges, taxes, and additional fees as early and accurately as possible.
Simplify checkout: Remove unnecessary friction, support guest checkout where appropriate, and use accelerated checkout options when available.
Optimize mobile checkout: Test form usability, loading performance, payment interactions, and the purchasing journey on different mobile devices.
Offer appropriate payment options: Prioritize the methods customers in your target markets actually prefer and can use reliably.
Clarify shipping and returns: Provide delivery estimates, return conditions, and important policies before shoppers commit to checkout.
These improvements address the reasons customers leave, rather than relying entirely on recovery messages after abandonment.
The result is a more reliable purchasing experience that supports higher checkout completion rates and reduces the number of customers who need recovery in the first place.
How to Prevent Future Cart Abandonment in Shopify?
Preventing future Shopify abandoned carts involves continuously monitoring customer behavior, strengthening trust, improving the shopping experience, and refining recovery strategies based on measurable performance.
Unlike recovering an existing abandoned cart, prevention is an ongoing process that aims to reduce the conditions that cause customers to leave.
The ways to prevent future Shopify abandoned carts are listed below.
Monitor Abandonment Trends: Analyze Shopify's conversion funnel reports to identify changes in cart additions, checkout progression, and completed purchases across devices and customer segments. Review trends regularly to detect whether particular products, traffic sources, or checkout stages are contributing disproportionately to abandonment.
Strengthen Trust Signals Site-Wide: Display genuine customer reviews, accurate product descriptions, clear business contact details, and accessible return policies throughout the shopping journey. Consistent trust signals can reduce uncertainty before customers reach the payment stage.
Set Delivery Expectations Early: Communicate estimated shipping costs, delivery timeframes, and fulfillment limitations on product pages and cart pages wherever practical. Clear expectations help customers make informed purchasing decisions before entering checkout.
Offer a Loyalty or Rewards Incentive: Consider relevant loyalty benefits, reward points, or exclusive advantages for eligible customers who are hesitant about purchasing. Avoid offering automatic discounts to every abandoning shopper because this may encourage customers to delay purchases until an incentive appears.
Personalize Marketing to Avoid Impulse Abandons: Use browsing behavior, customer preferences, and purchase history to make product recommendations and promotional messaging more relevant. Better alignment between product expectations and the shopping experience can reduce low-intent cart additions that are unlikely to convert.
Use an Omnichannel Recovery Platform or App: Implement an appropriate Shopify recovery platform or app to coordinate follow-ups when shoppers leave despite preventive measures. Choose a solution that respects communication consent, avoids duplicate reminders, and provides meaningful visibility into recovery performance.
Continuously Test and Iterate: Test individual improvements such as shipping messages, payment options, mobile layouts, and checkout-related communications. Use controlled experiments and comparable reporting periods to determine which changes genuinely improve completed purchases.
For growing Shopify brands, cart abandonment prevention should become part of regular conversion rate optimization and lifecycle marketing operations.
Preventive improvements reduce unnecessary friction, while recovery workflows address the remaining shoppers who leave without purchasing.
What Are the Best Shopify Abandoned Cart Apps?
The best Shopify abandoned cart apps include Shopify Messaging, Klaviyo, Omnisend, and Markopolo AI, depending on required recovery channels, automation capabilities, personalization, analytics, and budget.
There is no single solution that is appropriate for every Shopify store.
A smaller merchant may only need Shopify's built-in recovery functionality, while a growing eCommerce business may require more detailed segmentation, multiple communication channels, and centralized revenue reporting.
Some options worth evaluating include:
Shopify Messaging: Suitable for merchants who want native email and SMS recovery automations without immediately introducing a separate recovery platform.
Klaviyo: Offers customizable abandoned cart and checkout flows, segmentation, and email and SMS marketing capabilities for stores requiring more advanced customer lifecycle automation.
Omnisend: Provides abandoned cart and checkout workflows with email and SMS, along with broader marketing automation and customer engagement features.
Markopolo AI: Focuses on personalized customer engagement and cart recovery across email, SMS, WhatsApp, and push notifications, with omnichannel workflow coordination and revenue attribution.
When comparing Shopify abandoned cart apps in the Shopify App Store, evaluate their recovery channels, automation flexibility, contact identification methods, integration requirements, analytics, and total operating costs.
Additionally, check whether the platform can distinguish between abandoned carts and abandoned checkouts, prevent overlapping campaigns, and stop reminders immediately after a successful purchase.
The most suitable app is the one that can address the store's actual recovery requirements without introducing unnecessary complexity.
How Does Markopolo AI Help With Shopify Abandoned Cart Recovery?
Markopolo AI helps with Shopify abandoned cart recovery by connecting Shopify's first-party shopping and checkout data with automated, personalized customer engagement across email, SMS, WhatsApp, and push notifications.
The platform supports behavior-based recovery workflows that respond to customer activity, allowing marketers to personalize follow-ups according to available shopper information and purchase intent.
For example, when an identifiable shopper abandons a cart or checkout, Markopolo AI can use the relevant event and customer data to trigger an eligible recovery journey.
The workflow can then deliver personalized messages through configured channels, rather than requiring marketers to manually follow up with individual shoppers.
This approach is particularly useful for stores managing a substantial volume of abandoned carts and multiple customer engagement channels.
Alongside cart recovery, Markopolo AI supports broader lifecycle marketing activities, including customer engagement, retention, and repeat-purchase campaigns.
Its analytics also help merchants evaluate revenue attribution and understand how different channels contribute to marketing performance.
For stores seeking a dedicated recovery platform or app, Markopolo AI is an option to evaluate when omnichannel engagement and behavior-based personalization are priorities.
Is a Dedicated Recovery App Worth It Beyond Shopify's Native Tools?
Yes, a dedicated recovery app is worth it beyond Shopify's native tools when a store needs more advanced personalization, coordinated communication channels, sophisticated automation, or deeper revenue attribution.
Shopify's built-in recovery capabilities provide a practical starting point for merchants who want to automate abandoned cart and checkout reminders.
However, as order volumes increase, a single-channel workflow or basic reminder sequence may no longer address every customer journey effectively.
A dedicated platform can become valuable when the business needs to coordinate different channels, manage customer segments, personalize communications based on shopping behavior, and understand which recovery activities contribute to purchases.
For instance, some customers respond to an abandoned cart email, while others may prefer a permitted SMS or WhatsApp follow-up. Coordinating those channels can help businesses reach eligible shoppers without sending unnecessary duplicate reminders.
However, adding more recovery channels does not automatically guarantee higher conversions.
For eCommerce managers and business owners, the decision should depend on the potential incremental revenue, the complexity of current workflows, and the costs of implementing and operating a dedicated platform.
Ultimately, addressing the causes of Shopify abandoned carts is just as important as recovering them.
A well-designed strategy combines Shopify checkout improvements, relevant reminders, and consistent performance measurement.
Together, these practices support the recovery and prevention of Shopify abandoned carts while helping merchants convert more existing shopping intent into completed purchases.
