Digital Marketing Apr 10, 2026 MTI Tech

Recovering $85,000 in Lost Revenue Through Abandoned Cart & Browse Abandonment Flows

Abandoned cart and browse abandonment flows recovered $85,000 in lost revenue for a fashion retailer using Shopify, Klaviyo, and SMS

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📋 Overview

For fashion eCommerce brands, a large portion of revenue is often lost before the customer completes the purchase

Shoppers visit the website, browse product pages, select sizes, add items to cart, and sometimes even reach checkout, but they leave before placing the order

This case study focuses on how MTI Tech helped a fashion retailer recover $85,000 in lost revenue by building automated Abandoned Cart and Browse Abandonment flows using Shopify, Klaviyo, and SMS recovery

The brand already had a strong product catalog and consistent traffic

Customers were interested in the products, but many were dropping off during the buying journey

The issue was not only traffic quality

The real problem was that the brand had no strong automated recovery system to bring shoppers back

By creating personalized recovery flows across Email and SMS, MTI Tech helped the retailer recover lost revenue, improve cart recovery rate, and increase conversion rate from high-intent visitors

⚡ The Challenge

The fashion retailer was generating steady website traffic through paid ads, organic search, social media, and returning visitors

Product pages were receiving engagement, and customers were adding items to cart

However, too many shoppers were leaving before completing the checkout

This created a serious revenue leak

In fashion eCommerce, abandonment happens for many reasons

Customers may be comparing prices, checking shipping costs, waiting for payday, unsure about sizing, distracted by another task, or simply not ready to buy at that moment

Sometimes they love the product but need one more reminder before purchasing

Before working with MTI Tech, the brand's recovery system was weak

The abandoned cart emails were basic and generic

Browse abandonment was not properly built

SMS was either missing or not connected to customer behavior

There was no strong segmentation between shoppers who only viewed a product and shoppers who added items to cart

As a result, high-intent customers were slipping away

The main problems were

⚠️ 1. Lost checkout revenue

Customers were adding products to cart but leaving before payment

⚠️ 2. No proper browse abandonment strategy

Product viewers who did not add to cart were not being nurtured

⚠️ 3. Generic abandoned cart messaging

The existing reminders lacked personalization, urgency, and fashion-focused copy

⚠️ 4. No SMS recovery layer

High-intent shoppers were not receiving timely SMS reminders

⚠️ 5. Weak segmentation

New shoppers, returning customers, and engaged customers were receiving similar messages

The brand needed a smarter recovery system that could automatically identify intent and send the right reminder at the right time

🎯 The Goal

The main goal was to recover revenue that was already being lost inside the funnel

Instead of spending more money on new traffic, MTI Tech focused on converting the visitors the brand already had

These customers had already shown buying interest by viewing products, adding items to cart, or starting checkout

That made them much warmer than a completely new audience

The project had three core goals

  • ✅ Improve cart recovery rate
  • ✅ Recover measurable lost revenue
  • ✅ Increase overall conversion rate from Email and SMS flows

To achieve this, MTI Tech built two major automation systems

👀 Browse Abandonment Flow

  • Targeted shoppers who viewed products but did not add to cart

🛒 Abandoned Cart / Checkout Recovery Flow

  • Targeted shoppers who added products to cart or started checkout but did not complete the purchase

Together, they created a stronger recovery engine for the fashion retailer

📋 The Strategy

MTI Tech started by mapping the customer journey inside Shopify and Klaviyo

The goal was to understand where shoppers were dropping off and what type of message would be most effective at each stage

A customer who only views a product is interested but not fully committed

That shopper may need inspiration, product education, social proof, or styling ideas

A customer who adds a product to cart is much closer to purchase

That shopper may need urgency, reassurance, delivery confidence, sizing support, or a simple reminder to complete checkout

A customer who starts checkout is even more valuable

This shopper has shown the highest level of intent and should receive faster, more direct recovery communication

Based on this behavior, MTI Tech created a layered recovery strategy

The strategy included

  • ✅ Product-view-based email reminders
  • ✅ Cart abandonment emails with dynamic product blocks
  • ✅ Checkout recovery messaging
  • ✅ SMS reminders for high-intent customers
  • ✅ Segmentation by purchase history
  • ✅ Different messaging for first-time and returning visitors
  • ✅ Urgency-based copy
  • ✅ Social proof and review sections
  • ✅ Product recommendation blocks
  • ✅ Mobile-optimized email design
  • ✅ Clear call-to-action buttons

The messaging was designed to feel helpful, not aggressive

For a fashion brand, tone matters

Customers should feel guided back to the product, not pressured

🔗 Shopify and Klaviyo Integration

Shopify was the main eCommerce platform, while Klaviyo was used for customer data, segmentation, and automation

MTI Tech connected customer behavior from Shopify into Klaviyo so that the flows could trigger based on real shopping actions

The automation system tracked actions such as

  • ✅ Viewed product
  • ✅ Added to cart
  • ✅ Started checkout
  • ✅ Placed order
  • ✅ Returning customer behavior
  • ✅ Email engagement
  • ✅ SMS subscription status

This allowed MTI Tech to build flows that responded to customer intent

For example, if a shopper viewed a product but did not add it to cart, they entered the Browse Abandonment Flow

If they added the product to cart but did not purchase, they moved into the Abandoned Cart Flow

If they completed the purchase, they were automatically removed from recovery messaging to avoid sending irrelevant emails

This improved customer experience and prevented unnecessary reminders after purchase

👀 Flow 1: Browse Abandonment Flow

The Browse Abandonment Flow was designed for shoppers who viewed a product but did not add it to cart

These customers were interested, but they were still early in the decision process

The goal was to bring them back with inspiration and confidence

The flow included

🛒 Flow 2: Abandoned Cart and Checkout Recovery Flow

The Abandoned Cart Flow was built for customers with stronger purchase intent

These shoppers had added items to cart or started checkout

This flow had a more direct conversion focus

The flow included

📱 SMS Recovery Layer

SMS was added as a high-intent recovery channel

MTI Tech did not use SMS for every shopper

Instead, SMS was reserved for customers who had shown stronger purchase intent and had opted in to receive text messages

SMS reminders were short, direct, and easy to act on

Example SMS style: "Your cart is still waiting. Complete your order before your favorites sell out"

The SMS included a direct link back to checkout, reducing friction and making it easy for customers to return

SMS worked especially well for mobile shoppers because many fashion purchases happen on mobile devices

A short text reminder could bring the shopper back at the exact moment they were ready to complete the purchase

📈 Results

After MTI Tech implemented the Abandoned Cart and Browse Abandonment flows, the fashion retailer recovered $85,000 in lost revenue

The new automation system improved the brand's ability to convert shoppers who were already showing interest

Key results included

✅ $85,000 in recovered revenue

✅ Improved cart recovery rate

✅ Higher conversion rate from automated flows

✅ Stronger revenue contribution from Klaviyo

✅ More purchases from returning website visitors

✅ Better engagement from product viewers

✅ Increased checkout completion through Email and SMS reminders

✅ Reduced revenue leakage from abandoned shopping sessions

The Abandoned Cart Flow became one of the brand's highest-performing automation flows because it targeted customers closest to purchase

The Browse Abandonment Flow also played an important role by warming up shoppers earlier in the decision process and bringing them back before they fully disappeared

Together, these flows created a more complete recovery system

💡 Why It Worked

The strategy worked because MTI Tech focused on customer intent

Not every website visitor is the same

Someone who only views a product needs a different message from someone who has already started checkout

By separating browser abandonment from cart abandonment, the brand delivered more relevant communication

The system also worked because it combined multiple conversion triggers

  • ✅ Product reminders
  • ✅ Personalization
  • ✅ Social proof
  • ✅ Urgency
  • ✅ SMS follow-up
  • ✅ Easy checkout links
  • ✅ Mobile-friendly design
  • ✅ Segmented incentives

Instead of sending one basic abandoned cart email, MTI Tech created a multi-step recovery journey

This helped customers return to the website and complete purchases they had already considered

🎯 Key Takeaway

This case study shows that abandoned cart and browse abandonment flows can become major revenue recovery tools for fashion eCommerce brands

By using Shopify, Klaviyo, and SMS recovery, MTI Tech helped a fashion retailer recover $85,000 in lost revenue while improving cart recovery rate and conversion performance

For brands like TELFAR, where product demand, customer behavior, and timely communication are extremely important, automated recovery flows can directly support revenue growth

A strong CRM system ensures that interested shoppers do not simply disappear

Instead, they are reminded, reassured, and guided back to complete the purchase

🚀 Recover Lost Revenue with MTI Tech

MTI Tech provides expert Digital Marketing and CRM services including abandoned cart flows, browse abandonment recovery, SMS marketing, and Klaviyo automation for eCommerce brands

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