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E-Commerce

How to actually grow Shopee sales in Malaysia: the GMV formula

Hansen Team·Jun 2026·7 min read
The short answer

Every ringgit of marketplace revenue comes from one formula: GMV = Traffic × Conversion Rate × Average Order Value. Because the three multiply, your weakest lever caps everything. Most brands overspend on traffic while a leaky conversion rate quietly throws that money away.

Ask ten sellers how to grow on Shopee, Lazada or TikTok Shop and you'll get ten tactics — run more ads, join 9.9, drop the price, go live. None of them are wrong. But tactics without a model are just guessing. There's a simpler, more honest way to see your store, and it fits on one line.

The only formula that matters

Gross merchandise value — the total sales your store generates — is not a mystery. It is the product of three numbers:

GMV = Traffic visitors × Conversion % who buy × AOV ringgit / order
GMV = Traffic × Conversion Rate × Average Order Value — the three multipliers behind every store.

That word — multiplied — is the whole point. These levers don't add up; they compound on each other. Two stores can pour in the exact same 10,000 visitors and land worlds apart:

RM 1,500 Store A 0.5% CVR · RM30 order RM 12,000 Store B 2% CVR · RM60 order
Same 10,000 visitors, an 8× gap in revenue — created entirely by the conversion and AOV levers.
If three numbers multiply, the smallest one decides your ceiling — not the biggest one you're proud of.

Why your weakest lever is the only one that counts

Because the factors multiply, a single weak number drags the whole result down — no matter how strong the others are. This is the most common and most expensive mistake we see in Malaysian stores: pouring budget into traffic while the conversion lever leaks.

Picture a bucket with a hole in it. Traffic is the water you pour in; conversion is how much the bucket holds. Spending more on ads to a listing that doesn't convert is just pouring faster into a leaking bucket — you pay for every visitor, and most walk away. Fix the hole first, then turn up the tap.

Lever 1 — Traffic: getting seen

Traffic is the visitor count landing on your listings. On Malaysian marketplaces it comes from a few predictable places:

  • Search & SEO — buyers typing a need into the marketplace search bar. Titles, keywords and category accuracy decide whether you appear.
  • Platform ads — Shopee Ads and LazAds put you above organic results for the keywords that matter.
  • Campaigns & mega-sales — 9.9, 11.11, 12.12 and payday sales concentrate enormous traffic into short windows.
  • Content & social — short video and TikTok Shop increasingly send discovery traffic straight to the product.

Traffic is the lever brands instinctively reach for first because it's the most visible. It's also the one you can buy — which is exactly why it's so easy to overspend on when the other two levers aren't ready.

Lever 2 — Conversion rate: turning visits into orders

Conversion rate is the percentage of visitors who actually buy. This is where most ringgit are quietly lost, and where the fastest gains usually hide. The drivers are unglamorous but decisive:

  • Listing quality — a clear main image, a scannable detail page, and a title that answers intent.
  • Social proof — ratings and reviews. A product with few or poor reviews loses the click no matter how much traffic it gets.
  • Price & offer — the perceived deal: vouchers, bundles, free-shipping thresholds.
  • Store response rate — in Malaysia this is shown on your store and directly affects buyer trust; a slow chat response measurably drags conversion down.
The leverage point: lifting conversion from 1% to 2% doesn't add 1% to sales — it doubles them, with zero extra spent on traffic. That's why we almost always audit conversion before scaling ad budget.

Lever 3 — Average order value: making each order worth more

Average order value (AOV) is the average ringgit a customer spends per order. It's the most overlooked lever — and it does double duty. Raising AOV not only lifts GMV directly; it also raises how much you can afford to pay for traffic, because each converted visitor is worth more. Common moves:

  • Bundles & combos — package complementary products into a higher-value set.
  • Threshold incentives — "free shipping over RM80" or tiered vouchers that nudge basket size up.
  • Cross-sell — surfacing add-ons on the detail page and in chat.
  • Value framing — presenting the premium option clearly so it's a real choice, not a hidden one.
The three levers at a glance — and the trap hiding in each.
LeverWhat it isWhat moves itThe common trap
TrafficVisitors landing on your listingsSearch & SEO, platform ads, mega-sales, contentBuying more of it before the page is ready to convert
Conversion% of visitors who actually buyImages, reviews, price-offer, store response rateIgnoring it — the quietest, most expensive leak
AOVAverage ringgit spent per orderBundles, thresholds, cross-sell, value framingLeaving baskets small and capping ad budget headroom

The compounding fourth lever: repurchase

The formula describes a single period. Stretch the timeline and a fourth force appears — repurchase rate. A customer who buys again costs you nothing in new traffic, converts far more easily, and lifts lifetime value. It doesn't sit inside the GMV equation for one month, but over a year it's often the difference between a store that grows and one that just churns through ad budget.

What this means in practice

Put the three multipliers together and the maths gets motivating. Improve each lever by a modest 1.5× — better listings, a tighter offer, smarter bundles — and you don't get a 1.5× result. You get 1.5 × 1.5 × 1.5 ≈ 3.4× GMV. That isn't a hypothetical: it's close to the trajectory behind the brand growth we show on our results page, where disciplined work across all three levers — not one heroic ad campaign — drove the numbers.

So the next time someone asks "how do I grow my store?", the honest answer isn't a tactic. It's a question back: which of your three multipliers is the weakest — and what's your plan to fix it before you spend another ringgit on traffic?

Quick answers

What is the formula for e-commerce sales?
GMV = Traffic × Conversion Rate × Average Order Value. Because the three multiply, the weakest factor caps your revenue — and improving all three by 1.5× each lifts GMV by roughly 3.4×.
Should I focus on traffic or conversion first?
Usually conversion. Paying for traffic into a listing that doesn't convert is pouring water into a leaky bucket. Fix the listing, reviews, offer and response rate so the page converts — then scale traffic.
How do I increase average order value on a marketplace?
Bundles and combos, free-shipping or voucher thresholds, cross-sell of complementary products, and clear value framing on the detail page. Higher AOV also raises how much you can afford to pay for traffic.

Know your weakest lever?

On a free 30-minute strategy call we'll pinpoint which of your three multipliers is holding you back — and the fastest way to fix it. No commitment, no pitch deck.