December 19, 2025

AI Strategies for Abandoned Cart Recovery – 15% Higher Conversions

by Nick Trafimov 9 min read

Even if your online store is the leader in its niche, you’ll still have abandoned carts. It’s common for people to drop by «just to look», benchmark the costs, or have something to do for a short period. And you’ve probably done the same yourself.

Even though abandoned carts are to be expected in the E-commerce space, the extent of the issue is enormous. The benchmarks within the industry show precisely the extent of the earnings that slink away unnoticed every month.

The benchmarks within the industry The benchmarks within the industry

Nevertheless, underlying those numbers are concrete factors that cause buyers to leave.

Reasons for Abandoning Online Purchases at Checkout

Once these consistent behaviors are noticed, it quickly becomes clear that a big percentage of E-commerce abandoned carts can be recovered.

What is Abandoned Cart Recovery?

Abandoned cart recovery is the approach used to bring back buyers who proceeded to checkout but stopped short of making a purchase. In practice, it requires determining where the customer left the process, getting in touch through the correct channel, and rectifying whatever halted them, whether that was inadequate information, hesitation regarding delivery or return policies, or simply getting sidetracked.

An efficient recovery strategy involves a precise action that smoothens the process and encourages the buyer to return and complete their order.

Why the Existing Ways of the Cart Recovery Underperforms

A typical E-commerce operation relies heavily on a conventional collection of strategies for their abandoned shopping cart recovery efforts:

  • A short email sequence
  • An occasional SMS
  • Retargeting ads
  • A helpdesk

And on the surface, this looks like a complete system. In reality, however, every last one of these methods suffers from intrinsic drawbacks.

Email only manages to reach a small percentage

Not only are open rates erratic, but a lot of messages are incorrectly sorted into spam or promotional tabs, and people usually look at them long after the fact, when the original motivation has vanished.

SMS lacks a two-way communication feature

It can prompt the customer, but it lacks the ability to resolve concerns regarding shipping, product fit, delivery timelines, or returns which are precisely the problems that lead people to abandon their purchases.

Retargeting ads are expensive and passive

They rely on repetition rather than problem-solving, and the cost per recovered order often exceeds the value of the order itself.

Helpdesk systems were created for reactive support

They wait for the customer to reach out which almost never happens during checkout hesitation. And personally calling customers back is simply too expensive to implement widely.

Consequently, in the absence of real-time, two-way interaction, it’s impossible to eliminate the main obstacles responsible for abandonment.

Breaking the Old Models

Based on industry averages, the range of 60–70% of possible sales fail to be completed while customers are checking out. Though useful, the output of email and SMS flows is still rather restricted. Specifically, they achieve a 7–15% CTR and only manage to convert 1–3% of shoppers who receive the recovery message. For the $1M–$20M revenue bracket of mid-market companies, this translates into a serious systemic challenge, involving growing CAC, plateaued LTV, and a much pricier method of achieving growth.

In other words, the buying context has shifted: brands can no longer rely solely on passive channels to win customers back, that’s why they are turning to real-time tools. Within 15–30 minutes of a customer abandoning their cart, a byVoice AI agent can reach out to them, serve as a reminder of the product, respond to their questions, clear up any confusion about delivery or return policies, and, if it makes sense, provide a small bonus. Since the agent is fully integrated with the brand’s CRM and checkout system, it can personalize the interaction without requiring a human call center.

Abandoned Cart Recovery Strategies You Can Start Using Right Now

Real-time calls that remove concerns

In case of abandoned cart recovery, most retailers fail for a simple reason: they talk at the shopper, not with them. Emails and SMS can remind, but they cannot uncover what stopped the purchase. The use of voice automation enables a two-way discussion in the narrow timeframe while the purchase intent is fresh.

Unlike static email or text messages, voice agents are able to communicate, explain details, and settle issues immediately. However, their contribution is greater than just providing answers. Voice recovery creates a sense of personal assistance. The voice automation of the recovery process allows business to scale far beyond human capacity. With consistent quality maintained, one AI agent has the capacity to process thousands of recovery calls every 24 hours.

Example prompt:

Initiate a call to the shopper who left their purchase incomplete twenty minutes ago. Confirm the item they intended to purchase, mitigate any objections concerning shipping logistics or returns, and offer a slight bonus only in the instance of the shopper wavering. Work toward getting the order completed, and carefully register the specific reason the cart was abandoned in CRM.

Want to Hear How This Sounds in Practice? Let AI Call You

Smart SMS automation when voice isn’t an option

Even the best voice recovery flow won’t reach every shopper: some won’t pick up, others won’t consent to calls, and some simply prefer text communication. Consequently, SMS automation functions as an essential second phase to this entire approach.

With byVoice, every single text is triggered and personalized using current information: covering the items still in the cart, the time of the abandonment event, the shopper’s past interactions with the automated voice system, and the guidelines recorded in the company’s CRM.

Example prompt:

In the event of a shopper abandoning their purchase, issue a follow-up text message. Personalize the communication using the contents of their shopping cart, and provide a link that takes them directly to checkout.

WhatsApp outreach that adapts to shopper context

WhatsApp has become the default communication channel in many regions not just for messaging friends, but for interacting with brands. Consequently, this positions it as a robust recovery mechanism in the middle of the sales funnel: shoppers who don’t pick up calls or interact with SMS often react swiftly to a WhatsApp message.

What differentiates WhatsApp automation through byVoice from standard templated messaging is its ability to run AI-driven, context-aware conversations, not one-way reminders. Rather than dispatching static messages, byVoice agents engage in real-time chats with the customer, accurately interpreting their questions, and leading them toward the necessary information. This level of personalization adapts automatically.

Example prompt:

In the event of a customer dropping off, reach out to them via a WhatsApp message. Personalize the outreach using the contents of their shopping cart, and provide a link that takes them directly to the payment. Be sure to keep the conversation light and to the point, and log every single question and concern into the CRM in case a second contact is needed.

Omnichannel orchestration for every touchpoint

The secret to achieving high recovery rates is not restricted to any one particular channel. It’s in the orchestration. While Voice, SMS, and WhatsApp address distinct segments of the issue, their maximum effect only shows when they are operated in coordination with one another.

Moving away from sending the same standard alert to every channel, the system takes into account the shopper’s previous response behaviors. Did they pick up the voice call? Did they open the SMS? Did they reply on WhatsApp? Every signal serves to define the subsequent action.

This approach is especially powerful when integrated with tools like Shopify, Klaviyo, Gorgias, CRM platforms, and custom checkout systems. byVoice uses these integrations to pull real-time product availability, incentives, delivery timelines, customer segments, or past support conversations, ensuring that outreach never feels disconnected from the customer’s context.

Example prompt:

When contacting the shopper, continue the recovery flow based on what has already happened in previous touchpoints. Use the cart details, CRM context, and any past interactions, such as calls, messages, or earlier questions, to shape the conversation. Acknowledge the shopper’s stage in the journey, avoid repeating information they’ve already seen, and focus on clarifying whatever may still be unclear. Keep the tone helpful and concise, adapt to the shopper’s responses, and log any new objections or signals so the next touchpoint can proceed with full context.

byVoice Team Provides Hands-On Support to Make These Flows Work End-to-End

Reduce cognitive load in checkout

Shoppers abandon when they feel time-pressured or overwhelmed. You can prevent this by:

  • Limiting checkout to 3–4 steps, breaking complex tasks into small, predictable segments.
  • Using clear, action-oriented buttons (“Continue”, “Confirm order”), always placed in the same visual position.
  • Offering guest checkout — forced account creation is responsible for 25% of cart abandonment.
  • Optimizing speed. A 3+ second load time is enough for 40% of users to bounce.

Small UX changes often outperform discounting because they remove invisible friction the shopper doesn’t consciously identify.

Make the entire cost transparent right from the beginning

Unexpected fees remain one of the top abandonment drivers. You can reduce this by:

  • Presenting the fees for shipping, applicable taxes, and other costs immediately, with the product page being the optimal location.
  • Adding a delivery fee estimator directly in the cart.
  • Refreshing dynamically the final price whenever customers adjust the size, color, or amount of the product.

Pricing transparency builds trust and prevents the sticker shock moment that leads to abandonment.

Expand payment flexibility

Modern shoppers look for options that are consistent with their existing payment habits elsewhere. Best practices include:

  • Ensuring that the most popular ways to pay are displayed first (including Apple Pay, Google Pay, PayPal, and credit cards).
  • Making installment payment methods available, a move that can increase the average value of orders by 20%.
  • Supporting instant bank transfers where relevant.

Difficulty in payment is among the simplest causes of abandonment to correct, and its positive impact is remarkably high.

Maximize shopper confidence at all points of engagement

Trust is a conversion multiplier. It minimizes buyer hesitation and decreases the need for recovery outreach to the shopper at a later point.

Core trust builders:

  • Security badges (SSL, PCI DSS, 3D Secure) placed near fields where shoppers enter sensitive data.
  • Clear return and refund policies above the fold.
  • Real reviews and recent ratings to validate quality and reassure new customers.

Avoid overly long questionnaires and any superfluous data entry fields. Enable autocomplete and real-time validation so errors don’t disrupt the checkout process.

Before vs. After: How byVoice AI Transforms Cart Recovery Results

Before vs. After Before vs. After_mob

The Quick Math Behind byVoice Capabilities

A clear illustration of the impact of AI in cart recovery can be seen by analyzing the figures of an average e-commerce business operating in the mid-market. Even when making modest estimations, the volume of revenue that can be recovered is significantly greater than most teams expect.

Let’s consider an average $1M ecommerce store:

  • Annual orders: ~12,500 (based on a $80 average order value).
  • Cart abandonment: ~70% that results in 8,750 abandoned checkouts per year.
  • Share of shoppers who leave a phone number: ~30%. These are 2,600 reachable abandoners per year.

Spread across 12 months, that’s roughly 219 automatable calls per month per mid-market store. These are not cold calls. They’re qualified shoppers who already entered the checkout and left their phone number. Reaching even a fraction of them has a measurable revenue impact.

Using conservative recovery benchmarks:

  • Conversion rate per successful AI call: 10–15%.
  • Average order value: $80.
  • Annual incremental revenue: 2,600 calls × 12% conversion × $80 ≈ $24,960/year.

And this is purely recovered revenue from customers who were already on the brink of leaving.

What You Need to Get Started

Getting started with AI-powered cart recovery doesn’t require a major overhaul. byVoice provides all you need out of the box: ready-made templates, onboarding support, and integrations that connect directly to your existing stack. Our team also helps you configure the recovery logic, tailor the AI agent’s responses to your brand, and connect voice, SMS, and WhatsApp flows so they work as a single, consistent system.

If you want to see how the agent behaves in real conversations, you can try Alice. And when you’re ready to launch your first recovery sequence, get a free template.

FAQ

How can I track which of my efforts recover abandoned cart revenue?

byVoice allows you to attribute each recovered cart to a specific touchpoint — voice, SMS, WhatsApp, or a combination — so you know which steps in the sequence genuinely recover abandoned cart revenue and which ones need refinement.

Does the AI system possess the ability to resolve difficult queries, or is its function restricted to simple explanatory tasks?

AI agents can resolve a wide range of questions — from shipping and returns to product compatibility, sizing, availability, and promotions — as long as you provide necessary data. If the issue requires human intervention, the agent can transfer the conversation smoothly.

Can I control promotions so that they aren't overused?

Yes. Incentive rules are fully configurable. As an example, discounts can be reserved for carts that meet a high minimum value, shoppers buying for the first time, or specifically when a customer expresses doubt. You also have the option to limit the frequency with which incentives are offered within a set timeframe.

Does byVoice work with WooCommerce, OpenCart, Magento, or BigCommerce?

Yes. byVoice integrates with all major ecommerce platforms, including WooCommerce, OpenCart, Magento, and BigCommerce.

Article Author
Nick Trafimov
Nick Trafimov
Strategy & Growth Expert
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Turn Abandoned Carts into Real Revenue