Reducing Drop-Offs: How to Cut Rates from 65% to 20% with Checkout

he speed of checkout has a profound influence on D2C brands, particularly in the Indian market where patience is a luxury. Statistics show that rapid checkout systems, which significantly reduce checkout times and increase engagement rates, can retain more customers.

The Rapid Checkout Influence on D2C Brands:

Checkout speed is important in ecommerce for several reasons, particularly in India - because we are many things, but not patient. Rapid checkout systems can also enhance E-commerce Abandoned Cart Recovery.

What Causes Checkout Drop-Offs in D2C Ecommerce?

Checkout drop-offs typically happen when the buying process feels slow, complicated, or untrustworthy. During peak shopping periods, even small friction points can lead to lost conversions.

Some of the most common causes include:

  • Slow page load times and laggy checkout flows
  • Too many form fields and multiple steps
  • Re-entering information like address and payment details
  • Limited or inconvenient payment options
  • Mandatory OTP verification at every transaction
  • Poor mobile checkout experience

These issues collectively increase friction, causing users to abandon their carts before completing the purchase.

Checkout Conversion Benchmarks for D2C Brands

To understand how well your checkout is performing, it’s important to benchmark key metrics:

  • Checkout Engagement Rate (CER) – Measures how many users move from cart to checkout
  • Checkout Conversion Rate (CCR) – Tracks how many users complete the checkout
  • Mobile Abandonment Gap (MAG) – Highlights the difference in drop-offs between mobile and desktop

High-performing D2C brands continuously monitor and optimise these metrics to reduce friction and improve conversions, especially on mobile, where most transactions take place.

And the statistics prove that…

  • 59% of online shoppers in India expect a page to load in 3 seconds or less, and 53% of shoppers will abandon a website if it takes more than 3 seconds to load.
  • 81% of Gen Z shoppers say they are more inclined to make a repeat purchase if they see auto-population and multi-payment options.
  • 35% more customers were retained by rapid checkout brands (less than 15 seconds), compared to traditional checkouts (more than 60 seconds)

How Rapid Checkout Reduces Drop-Off Rates (Step-by-Step)

A rapid checkout system is designed to remove friction at every stage of the buying journey. Instead of making users go through lengthy steps, it simplifies and accelerates the process.

Here’s how it reduces drop-offs:

Step 1: Reduce Input Effort

Auto-populating customer details removes the need to manually enter address, contact, and payment information.

Step 2: Minimise Checkout Steps

Fewer steps mean fewer chances for users to drop off during the process.

Step 3: Enable Faster Authentication

Reducing dependency on OTPs speeds up transactions and improves user experience.

Step 4: Offer Multiple Payment Options

Providing preferred payment methods like UPI, wallets, and BNPL increases completion rates.

Step 5: Optimise for Mobile

A mobile-first checkout ensures faster load times and better usability.

With Pragma’s 1Checkout, these optimisations are built into a single flow, helping brands significantly reduce checkout friction and improve conversion rates.

What do we target with a Rapid Checkout System?

  1. Gain users’ trust

Our autofill data is gathered from 450+ brands.

Meaning, the online buyer will know the auto-population is from a previous purchase from a past trusted purchase,

And they are also relieved as they avoid the hassle of re-entering address, payment, and other information

  1. Checkout Engagement Rate 

The percentage of online customers who begin the checkout process once they visit their cart is referred to as the Checkout Engagement Rate (CER). The CER is another way of looking at the CAR (Checkout Abandonment Rate) because it helps you evaluate how effective your checkout is Reduce Ecommerce Abandoned Checkout.

The CER is another way of looking at the CAR (Checkout Abandonment Rate) because it helps you evaluate how effective your checkout is. 

Formula to calculate CER: 

Number of sessions that began checkout / Number of visits that included the cart page

  1. Checkout Conversion Rate

D2C brands can figure out the percentage of their online shoppers who complete their checkout process from start to finish to get your Checkout Conversion Rate (CCR). 

These are the online customers who complete a checkout without moving back and forth between platforms/website pages.

Formula to calculate CCR: 

Number of sessions that completed checkout / Number of sessions that began checkout 

  1. Mobile Abandonment Gap

The Mobile Abandonment Gap (MAG) shows the contrast between CAR for mobile devices and desktop computers. With 89% of all online purchases made on mobile devices, it is important for brands to keep an eye on mobile success rate, and optimise if necessary Solving Ecommerce Checkout Problems

With 89% of all online purchases made on mobile devices, it is important for brands to keep an eye on mobile success rate, and optimise if necessary.

Formula to calculate MAG: 

Mobile CAR - Desktop CAR. 

  1. Effectively reduce hassle the number of form fields

- Reduce the number of form field

- Limit the number of steps

- Enable instant transaction

Like we do with our 1Checkout…

Where we use the data from 450+ brands, and our partnership with Truecaller helps too.

All in all, 1Checkout offers

  1. Auto-population
  2. OTP-less Authentication
  3. Under 5 second Checkouts, and
  4. All major payment modes (BNPL, UPI, Wallets, Net banking, Cards etc - across 60+ banks)

While reducing drop-offs by >45%

Step-by-Step Framework to Optimise Your Checkout for Higher Conversions

Optimising checkout is not just about speed; it’s about systematically removing friction points across the entire flow.

  • Follow this framework:
  • Simplify form design – Reduce unnecessary fields and collect only essential information
  • Limit checkout steps – Keep the process short and intuitive
  • Enable instant transactions – Use auto-fill and saved preferences
  • Improve trust signals – Show secure payment options and familiar interfaces
  • Continuously analyse drop-offs – Track where users exit and optimise those points

OTPless lifetime deal


How about a special offer where you can get your users to use the checkout stage without requiring a one-time password (OTP) for authentication, and the deal is valid for a lifetime.

Pragma delivers the best checkout experience for D2C brands in India — a sub-10-second, mobile-first checkout that reduces cart abandonment and boosts conversion rates.

OTPless indicates that the user does not need to provide a one-time password (OTP) or undergo additional authentication steps each time they access the product or service. This can streamline the user experience and eliminate the need for repeated authentication, enhancing convenience.

Moreover the offer or agreement provides access to the product or service for an indefinite period, typically for the lifetime of the product or service. This means that users can continue to access and use the product or service without any additional recurring payments or subscription fees.

Overall, an "OTPless lifetime deal" can offer your users the benefit of checking out without the hassle of OTP authentication and ensures continuous access for a lifetime without the need for recurring payments.

→ Get in touch

FAQs (Frequently Asked Questions On Reducing Drop-Offs: How to Cut Rates from 65% to 20% with Checkout)

1. What is checkout drop-off and why is it important for D2C e-commerce?

Checkout drop-off refers to the percentage of users who abandon their shopping carts during the checkout process. Reducing drop-off is critical as it directly improves conversion rates and revenue.​

2. Why is mobile checkout optimisation critical?

With 89% of purchases coming from mobile devices, optimising checkout for mobile improves success rates and shrinks the Mobile Abandonment Gap.​ 

3. What strategies effectively reduce the number of checkout steps or form fields?

Minimise form fields, limit checkout steps, enable instant transactions via auto-population and fast verification methods to speed up checkout.​

4. What is an OTPless lifetime deal in checkout?

A checkout option where customers skip repeated OTP authentication for a lifetime access to services, enhancing convenience and reducing friction.​

5. How does autofill data increase trust in checkout?

Showing users pre-filled forms with data from previous trusted purchases reassures them, reducing friction and encouraging completion.​

Talk to our experts for a customised solution that can maximise your sales funnel

Book a demo