COD and Payments for GCC E-commerce: The Real Numbers on RTO, Tabby and Mada

Summary

Cash on delivery is the most misunderstood line item in Gulf and South Asian e-commerce. Brands offer it because it lifts conversion, then discover months later that a large share of those orders never complete — and that their reported revenue and ROAS were never real. Almost nobody publishes what the failure rate actually is, so brands plan with numbers that don’t exist.

This article gives the real figures we see across the accounts we run — including a domestic COD return-to-origin (RTO) rate of roughly 42% on one Pakistani fashion brand — and what that does to your true ROAS. It then covers how the regional payment mix (Mada in Saudi, Tabby and Tamara BNPL, cards) changes the economics, and how to shift customers toward prepaid without losing the conversion COD buys you.

Quick answer: COD lifts conversion but carries a real failure cost. On one domestic Pakistani account we manage, RTO runs around 42% — meaning roughly four in ten COD orders come back, so net ROAS is about 58% of the reported gross figure. If your dashboard shows 5× on COD-heavy traffic, your real return may be closer to 3×. The fix isn’t removing COD (that costs conversion), it’s shifting the mix: offer Mada and card payment properly in Saudi, add Tabby/Tamara BNPL to remove the pay-upfront barrier, keep COD available for first-time buyers, and actively nudge repeat customers to prepaid.

The number nobody publishes: what COD actually fails at

Across the e-commerce accounts we run in Pakistan and the Gulf, cash on delivery has a materially higher failure rate than any prepaid method. The concrete figure we work with:

Domestic COD RTO ≈ 42% on a Pakistani fashion brand we manage.

RTO (return to origin) means the parcel goes out, the customer doesn’t pay or isn’t reachable, and it comes back. You paid the ad cost, the pick-and-pack cost, and the two-way shipping — and booked revenue that never arrived.

The reason this matters more than it sounds: it silently corrupts every performance number you look at. Meta and Shopify both report the order at checkout. Your ROAS dashboard shows the gross figure. The RTO happens days later and is rarely reconciled back to the campaign.

What it does to your real ROAS

Net ROAS ≈ reported × (1 − RTO rate). At ~42% RTO, that’s roughly 58% of what your dashboard claims on COD-heavy traffic.

If you’re scaling spend based on a 4× reported figure that’s actually 2.3× net, you may be scaling a channel that barely breaks even. This is the single most common way Gulf and South Asian e-commerce brands over-estimate their performance.

Important caveat: 42% is one brand, one market, one category (fashion, which has high return propensity generally). Your rate will differ by category, city mix, price point, and how well you screen orders. The point isn’t to adopt 42% as a benchmark — it’s to measure your own RTO and apply it to your ROAS before making budget decisions.

The regional payment mix that actually converts

The way to reduce COD dependence isn’t to switch it off — it’s to make prepaid genuinely easy. That means supporting how the region actually pays:

Mada (Saudi Arabia) — essential, not optional

Mada is Saudi Arabia’s domestic debit network and dominates local card payments — far more than international Visa/Mastercard for Saudi shoppers. A Saudi checkout without Mada support pushes buyers toward COD or away entirely. Support it via a local-acquiring gateway (Moyasar, PayTabs, Checkout.com, or similar).

Tabby and Tamara (BNPL) — the conversion lever

Buy-now-pay-later is mainstream across the Gulf, not niche. Offering Tabby and/or Tamara: - removes the pay-the-full-amount-now barrier that pushes people to COD - typically lifts both conversion rate and average order value - signals to local shoppers that yours is a real regional store

For most GCC consumer e-commerce, BNPL is now table stakes — and it’s the most effective prepaid alternative to COD because it addresses the same psychological barrier (paying before receiving) without the RTO cost.

Cards and wallets

Standard card support via a local-acquiring gateway, plus regional wallet options where relevant. International-only gateways underperform on regional cards.

COD — keep it, but manage it

COD still captures buyers who won’t pay upfront to an unfamiliar brand, especially first-timers. Removing it entirely usually costs meaningful conversion. The strategy is to keep it as an on-ramp and reduce reliance over time.

How to shift the mix without losing conversion

Practical levers, roughly in order of impact:

1. Add BNPL (Tabby/Tamara). The highest-leverage move — it converts the psychological barrier COD solves, without the RTO cost.
2. Add Mada for Saudi. If a large share of Saudi traffic sees no familiar payment option, they default to COD or bounce.
3. Incentivize prepaid. A modest discount or free shipping on prepaid orders can shift a meaningful share of the mix. Compare the incentive cost against your RTO cost — at 42% RTO, a small prepaid discount is dramatically cheaper than a returned parcel.
4. Offer COD to new customers, nudge repeats to prepaid. Once someone has received an order and trusts you, the COD barrier is gone. Segment your messaging accordingly.
5. Screen high-risk COD orders. Order confirmation (WhatsApp works well here — see our WhatsApp commerce guide) reduces failed deliveries. A quick confirmation message before dispatch measurably cuts RTO.
6. Set COD limits. Cap COD availability above a certain order value, or in areas with historically high failure rates.

Measuring it properly

To stop flying blind:

• Track RTO as a first-class metric, segmented by payment method, city/region, category, and order value. You’ll usually find the failure is concentrated, not uniform.
• Apply your RTO rate to reported ROAS before any budget decision on COD-heavy traffic. Build it into your reporting so nobody forgets.
• Reconcile fulfilled revenue, not booked revenue, in your performance reporting where possible.
• Watch the prepaid share of orders as a KPI — moving it up is a direct margin improvement.

This connects to the broader measurement problem we cover in our attribution guide: platform-reported numbers systematically overstate reality, and COD RTO is one of the biggest local reasons why.

What we’d recommend doing next

• Calculate your actual RTO rate by payment method and region. If you’ve never measured it, this single number may change your budget decisions.
• Restate your ROAS net of RTO on COD-heavy traffic and see whether your scaling decisions still hold.
• Add Tabby/Tamara and (for Saudi) Mada if you haven’t — the highest-impact conversion fix and the best route out of COD dependence.
• Add a WhatsApp order confirmation step before dispatch on COD orders to cut failures.

If you want senior operators auditing your payment mix, RTO exposure, and true campaign economics, book a $100 audit. We’ll model your real net ROAS and deliver a payment-mix plan.

This is part of our wider guide to e-commerce for GCC brands. Learn more about our Website Development service.

Frequently asked questions

What is a typical RTO rate for cash on delivery?

It varies widely by market, category, and how well orders are screened. On one Pakistani fashion account we manage, domestic COD RTO runs around 42% — roughly four in ten orders come back. Fashion has high return propensity generally, so your rate may differ, but the important step is measuring your own rather than assuming it’s small.

How does COD affect my real ROAS?

Net ROAS is approximately reported ROAS multiplied by (1 − RTO rate). At a ~42% RTO rate, real return is about 58% of the reported figure — so a dashboard showing 5× is closer to 2.9× in reality. Platforms and store dashboards book the order at checkout and rarely reconcile the later return, so reported numbers systematically overstate COD performance.

Should I stop offering cash on delivery?

Usually not outright. COD captures first-time buyers who won’t prepay to an unfamiliar brand, and removing it typically costs meaningful conversion. The better strategy is shifting the mix: add BNPL (Tabby/Tamara) and proper local card support (Mada in Saudi), incentivize prepaid, keep COD for new customers, and nudge repeat buyers toward prepaid.

Do Tabby and Tamara reduce COD dependence?

Yes, meaningfully. BNPL addresses the same barrier COD does — not wanting to pay the full amount before receiving the product — but without the RTO cost. Offering it typically lifts conversion and average order value while moving orders from COD into prepaid, which directly improves your net economics.

How can I reduce COD return-to-origin rates?

The most effective levers are confirming orders before dispatch (a WhatsApp confirmation works well in the Gulf and Pakistan), screening or capping high-value and high-risk-area COD orders, incentivizing prepaid with a small discount or free shipping, and offering genuinely convenient prepaid options (BNPL, Mada) so fewer customers default to COD in the first place.

About Pixel Movers: We build and run e-commerce for brands across UAE, KSA, Pakistan, US, UK, and Canada — including payment-mix strategy, regional gateway configuration, and true-economics reporting. Recent work includes SerMobile (UAE e-commerce, 11× ROAS) and Sable Vogue (Pakistan fashion). Learn more about us →