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Checkout Optimisation: Stop Losing Sales at Payment

Jian Tat Lee
August 25, 2026

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Checkout Optimisation: Stop Losing Sales at Payment
TL;DR: Checkout optimisation is the work of removing friction between the cart and the payment confirmation — fewer fields, honest costs shown early, guest checkout, and the payment methods Malaysians actually use. Roughly seven in ten carts are abandoned, and most of that loss is a design problem you can fix once and bank every month after.

1. Introduction

The shopper found you, browsed, picked a product, and tapped “Checkout”. They wanted to buy. Then they left.

That’s the painful part — these aren’t cold visitors. They already said yes. Baymard Institute’s tally of 50 cart abandonment studies puts the average rate at 70.22%. A big slice of that is window-shopping; the rest walked away from a checkout that asked too much, too late.

Most Malaysian store owners respond by buying more traffic — the expensive answer. The cheap one is fixing the last three screens, because the people already on them are the closest you’ll get to a sale. This guide covers what checkout optimisation involves, why Malaysian checkouts leak, what the fixes return in ringgit, and how to tell it’s working.

First, a short research walkthrough of the most-bloated part of most checkouts — the address form.

How to Simplify Address Fields for Faster, Hassle-Free Checkouts

Source video: Baymard Institute on YouTube


2. What Is Checkout Optimisation and How Does It Work?

Quick Answer: Checkout optimisation is the practice of removing every unnecessary step, field, cost surprise and payment gap between a shopper’s cart and their confirmed order. It works by treating the checkout as a form-completion problem rather than a persuasion problem — you stop selling and start getting out of the way.

Most conversion advice is about persuasion: better copy, sharper photos, stronger offers. Checkout is where that logic flips. The shopper is already sold, so every extra word, badge or upsell now works against you.

Checkout optimisation borrows from form design, not advertising. The job is mechanical:

  • Remove fields. Every field is a chance to hesitate, mistype, or give up.
  • Show the true total early. Shipping revealed at the last step is the biggest cause of abandonment.
  • Let people buy without an account. Guest checkout first; save details after payment.
  • Offer the payment methods they already hold. A missing wallet is a lost sale, not a preference.
  • Make it survivable on a phone. Correct keyboards, big tap targets, no pinch-zoom.

It sits downstream of everything else. Traffic from SEO in Malaysia, Shopee Ads or e-commerce marketing funnels through one payment screen — so checkout optimisation multiplies every channel at once. Our explainers on what counts as a conversion and conversion rate cover the vocabulary this guide assumes.

Key takeaway: Checkout is a form, not a sales pitch. Optimisation means subtraction — fewer fields, fewer surprises, fewer reasons to stop.

Not sure where your checkout leaks?

We map the drop-off screen by screen before touching a single line of code. See how our web design team rebuilds checkouts →


3. Why Do Shoppers Abandon at Checkout?

Quick Answer: Excluding shoppers who were only browsing, unexpected extra costs drive 39% of checkout abandonment — more than double any other single reason. Distrust of card handling, forced account creation, and an over-long checkout each account for roughly a fifth. Nearly all of these are design decisions, not customer problems.

Baymard separates the unavoidable from the fixable. About 43% of abandoners were “just browsing / not ready to buy” — you were never winning those. Strip them out and what remains is a list of self-inflicted wounds.

Why Shoppers Abandon Checkout (2025)
Reasons US online shoppers abandon checkout, excluding browsing intent, 2025.
Reason for abandoningShare of abandonersFixable at checkout?
Extra costs too high (shipping, tax, fees)

39%

Yes — show early
Delivery was too slow

21%

Partly — logistics
Didn’t trust the site with card details

19%

Yes — trust design
Site required an account

19%

Yes — guest checkout
Checkout too long or complicated

18%

Yes — cut fields
Returns policy unsatisfactory

15%

Partly — policy
Website had errors or crashed

15%

Yes — build quality
Couldn’t see total cost up-front

14%

Yes — cart summary
Not enough payment methods

10%

Yes — add rails
Credit card was declined

8%

Partly — retry flow

Source: Baymard Institute, US shoppers, 2025. Shoppers could pick several reasons.

Read the right-hand column. Seven of the ten leading reasons are settled by design decisions someone already made — usually by accident, years ago. Nobody chose to hide the shipping cost; the theme just did it that way.

Key takeaway: Cost surprises outrank every other fixable reason two to one. Show the full total — shipping included — before the shopper types anything.

4. Which Payment Methods Must a Malaysian Checkout Offer?

Quick Answer: A Malaysian checkout needs FPX online banking, DuitNow QR, and at least two major e-wallets — Touch ‘n Go eWallet, GrabPay, ShopeePay or Boost — alongside cards. Card-only checkouts quietly exclude a large share of Malaysian shoppers who simply don’t pay that way.

This is where global checkout advice fails Malaysian stores. Most of it assumes a market where the card is default. Here the bank transfer and the wallet are default, so a card-first checkout loses buyers who were willing to pay.

The practical Malaysian stack:

RailWhy it mattersBest for
FPXPays direct from any Malaysian bank accountHigher-value orders
DuitNow QROne code every bank app and wallet acceptsLow-friction pay
E-walletsTouch ‘n Go, GrabPay, ShopeePay, Boost — already loadedEveryday baskets
CardsNeeded for overseas and corporate buyersB2B, cross-border
BNPLSplits larger baskets into instalmentsHigh-ticket items

Two cautions. Don’t bolt on every rail — a wall of twelve logos creates its own hesitation. And check each fee: a gateway cut of a few percent on a thin-margin product eats the gain from extra conversions. Our guide to adding a payment gateway covers setup; e-commerce website costs in Malaysia covers the build.

Key takeaway: Offer FPX, DuitNow QR, two or three wallets and cards — then stop. Missing rails cost sales; excessive rails cost clarity.

5. How Many Form Fields Should a Checkout Have?

Quick Answer: An ideal checkout shows 12–14 form elements — around 7–8 actual input fields. Baymard’s benchmark of US checkouts finds an average of 23.48 elements, and Malaysian SME stores we audit typically run higher still. Most checkouts can lose a third of their fields without losing any information they need.

This is the most measurable part of checkout optimisation. Baymard’s testing puts the ideal flow at 12–14 form elements; the average US checkout displays 23.48 by default. Nearly double.

Checkout Form Elements: Ideal vs Actual
Default checkout form elements shown, ideal benchmark versus observed averages.
CheckoutForm elements shownElements
Ideal flow (Baymard)
12–14
ZenWeb-rebuilt MY stores
15
Average US checkout (Baymard)
23.5
MY SME store at first audit
26

Sources: Baymard Institute benchmark; ZenWeb client store audits, 2024–2026.

Malaysian stores drift higher for a specific reason: address forms built for foreign postal systems. “Address Line 2”, “State/Province/Region”, “County” — fields a Malaysian buyer skips or fills with nonsense. Each still costs attention. The usual culprits:

  • Address Line 2. Confusing, and rarely load-bearing for Malaysian deliveries.
  • Company name. Dead weight on every consumer order unless you sell B2B.
  • Confirm email. Inline validation beats making everyone type it twice.
  • Separate billing address. Default it to shipping; reveal only on request.
  • Account password. Not needed to buy. Offer it after payment.
Key takeaway: Count your checkout’s form elements today. Over 20 means roughly a third can go before you lose anything the order needs.

6. How Do You Optimise a Checkout, Step by Step?

Quick Answer: Measure the drop-off between cart, checkout and payment first; fix defects before testing ideas. Then work in order: reveal costs early, open guest checkout, delete fields, add local payment rails, and fix the mobile keyboard and tap targets. Re-measure by device after each change.

Order matters. Most stores A/B test button colours while a broken address validator quietly kills a fifth of their mobile orders. Fix what’s broken, then optimise what works.

  1. Measure the funnel by stage and device. Cart → checkout started → payment attempted → confirmed, split mobile and desktop. The biggest gap is your brief.
  2. Show the full cost before the form. Shipping, tax and fees in the cart summary — or a rate estimate and a free-shipping threshold.
  3. Open guest checkout. Make it the default; offer account creation on the confirmation screen.
  4. Delete every non-essential field. If nobody in fulfilment reads it, it goes.
  5. Add the Malaysian payment rails. FPX, DuitNow QR and two or three wallets, tested on a real phone.
  6. Fix mobile input. Numeric keypad, autofill on, tap targets at least 44px, no zoom to read a label.
  7. Re-measure, then test. Once defects are gone, A/B test the rest — one change at a time, by device.

Steps two to six are usually a few days of work. That’s the appeal of checkout optimisation: bounded, cheap next to a rebuild, and it lifts every traffic source — Lazada advertising, Google Merchant Center feeds, affiliate partners and organic alike.

Key takeaway: Defects first, tests second. A checkout with a broken mobile keypad doesn’t need an experiment — it needs a repair.

Want this run on your store instead?

We’ll walk your checkout on a real phone and hand back the drop-off map with the fixes ranked by ringgit. Compare our web design packages →


7. What Is Checkout Optimisation Worth in Ringgit?

Quick Answer: Baymard’s decade of checkout testing finds the average large store can lift conversion by 35.26% through better checkout design alone. For a Malaysian store doing RM 100,000 a month online, even a conservative 10% lift is RM 10,000 in extra monthly revenue with no additional ad spend.

The strategic point is what’s not in that number: no extra traffic, no bigger budget, no discount. Same visitors, fewer lost. The table models the monthly gain across store sizes and three uplift scenarios.

Extra Monthly Revenue by Store Size (RM)
Modelled extra monthly revenue by online revenue tier and conversion uplift scenario.
Monthly online revenue+10% (cautious)+20% (typical)+35% (Baymard ceiling)
RM 20,0002,0004,0007,000
RM 50,0005,00010,00017,500
RM 100,00010,00020,00035,000
RM 250,00025,00050,00087,500
RM 500,00050,000100,000175,000

Illustrative scenario modelled on Baymard Institute uplift findings. Not a guarantee.

Buy the same revenue through ads instead and the maths gets uncomfortable for the media plan. It’s the argument behind conversion rate optimisation for Malaysian websites generally, and why e-commerce conversion rate deserves a line in your monthly review.

Key takeaway: Checkout optimisation is a one-off cost against a recurring return. At RM 100,000 monthly revenue, a modest 10% lift pays for the work in weeks.

8. What Are the Most Common Checkout Mistakes?

Quick Answer: The costly mistakes are structural, not cosmetic: hiding shipping until the final step, forcing account creation, keeping a desktop-era address form on mobile, and adding upsells to the payment screen. Each one trades a small operational convenience for a measurable share of completed orders.

Every one of these is defensible in a meeting and expensive in production:

  • Hiding shipping until the last step. The reasoning is that the shopper is committed by then. The data says the opposite — it’s the number one abandonment driver.
  • Forcing account creation. Convenient for your CRM, fatal for first-time buyers. Capture the email at payment instead.
  • Upselling on the payment screen. A cross-sell carousel reopens a decision the shopper had already closed.
  • Treating mobile as a narrow desktop. The layout squeezes down; the twelve-field address form does not.
  • Stripping trust cues along with navigation. Removing the menu is right; removing security signals and the return policy is not — distrust of card handling drives 19% of abandonment.
  • Silent validation errors. An error message above the fold on a scrolled phone screen is an invisible dead end.

Trust cues matter more than owners expect. Our piece on whether your website builds trust fast covers the signals that carry weight. Online reputation management counts too — shoppers who pause at payment open a tab to check who you are.

Key takeaway: Most checkout mistakes are small internal conveniences paid for with lost orders. Audit each by asking who benefits — you or the buyer.

9. Where Is Checkout Design Heading?

Quick Answer: Mobile checkout completion is climbing steadily while desktop has largely plateaued, so the device gap is closing from below. Across ZenWeb-built Malaysian stores, mobile completion has risen year on year since 2022 — driven by wallet payments and autofill, not by shoppers becoming more patient.

The trend shows where the remaining money is. Desktop checkout is close to solved; mobile is where the improvement is still being earned.

Checkout Completion Rate by Device (%)
Share of started checkouts completed, by device, ZenWeb-built Malaysian stores.
Device202220232024202520262027*
Mobile

41.0

43.2

45.8

48.1

50.6

53.0

Desktop

58.4

59.1

60.3

61.0

62.2

63.1

All devices

46.9

48.5

50.7

52.6

54.7

56.5

Source: ZenWeb client store tracking, Malaysia, 2022–2026. * 2027 projected on trailing trend.

Mobile gained roughly ten points since 2022; desktop moved under five. The gap is still wide — and that gap is the opportunity, because it’s made of fixable things: wallets replacing card typing, autofill replacing manual address entry. Given how much Malaysian browsing happens on a phone, that’s where the next few years of gains live.

Key takeaway: Mobile checkout is improving because design improved, not because shoppers changed. The stores capturing that gain are rebuilding for the phone first.

10. How Do You Know Your Checkout Optimisation Is Working?

Quick Answer: Track checkout completion rate — orders divided by checkouts started — separately for mobile and desktop, plus the specific stage you changed. Watch revenue per session alongside it. If completion rises but revenue per session falls, you’ve discounted rather than optimised.

Four numbers, reviewed monthly rather than daily:

  • Checkout completion rate, by device. Orders ÷ checkouts started. The blend hides the win you just earned on mobile.
  • The stage you changed. Cut the address form? Checkout-to-payment is your scoreboard, not sitewide conversion.
  • Revenue per session. Your guard against lifting completion by giving away margin in free shipping.
  • Payment method mix. A new rail earning real volume proves the gap was real; one nobody uses is clutter.

Give each change a few weeks. Malaysian stores see real seasonal swings — festive periods, mega sale dates — so compare like with like. If the work lands, it compounds with everything upstream: e-commerce SEO and WordPress SEO bring the traffic; a fixed checkout stops taxing it.

Key takeaway: Measure the segment and stage you changed, paired with revenue per session. Sitewide averages hide both wins and mistakes.

11. Conclusion

Quick Answer: Checkout optimisation is the highest-return work available to most Malaysian stores because it costs once and pays monthly. Show the true total early, allow guest checkout, delete a third of the fields, add FPX and the wallets, and fix mobile input — in that order.

Roughly seven in ten carts are abandoned. You’ll never win back the browsers. The rest walked over things you control: a shipping cost sprung at the last second, a password demanded to buy a T-shirt, an address form written for a country they don’t live in.

None of that needs a bigger budget. It needs someone to walk the checkout on a real phone and delete what it asks for but doesn’t need. Whether you’re weighing a custom build against a template, rebuilding through web design that sells, sharpening the UI and UX, or refreshing a mark customers trust, checkout decides the money. ZenWeb has run this play across 500+ Malaysian SME accounts, and the pattern holds: the store didn’t need more visitors, it needed to stop losing the ones it had.

Ready to stop losing sales at payment?

Book a free 30-minute strategy session — we’ll walk your checkout on a real phone, show you which stage costs the most, and hand you a 90-day plan with realistic completion and revenue targets.

Get my free strategy session →


12. Frequently Asked Questions

1. What is checkout optimisation?

Checkout optimisation removes friction between a shopper’s cart and their confirmed order — fewer form fields, costs shown before the form, guest checkout, and the payment methods buyers already use. It treats checkout as a form problem, not a persuasion problem, because the shopper already decided to buy.

2. How much can checkout optimisation improve conversions?

Baymard Institute’s decade of checkout testing found the average large e-commerce site can gain a 35.26% conversion increase through better checkout design alone. That’s a tested ceiling, not a promise — but even a fraction of it arrives without extra traffic or ad spend.

3. How many fields should a checkout have?

An ideal checkout shows about 12–14 form elements, roughly 7–8 input fields. The average US checkout shows 23.48 by default, per Baymard’s benchmark, and Malaysian stores often run higher because of address forms built for foreign postal systems.

4. Which payment methods should a Malaysian online store offer?

At minimum: FPX online banking, DuitNow QR, two or three e-wallets such as Touch ‘n Go eWallet, GrabPay, ShopeePay or Boost, and cards for overseas or corporate buyers. Card-only checkouts exclude a large share of Malaysian shoppers who don’t pay that way.

5. Is checkout optimisation worth it for a small store?

Usually yes, because the cost is fixed while the return recurs. A store doing RM 20,000 a month online gains roughly RM 2,000 from a cautious 10% lift — typically covering the work within a quarter. Smaller stores also tend to have more obvious defects.

Table of Contents

Table of Contents

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