What Cash on Delivery Reveals About India’s Ecommerce Market

Cash on Delivery is still common in India’s ecommerce market because trust in the full buying experience remains uneven. Many shoppers are comfortable transacting digitally, but still want more control when ordering online. Concerns around product quality, delivery reliability, and refund friction keep COD relevant, especially in categories or cohorts where confidence is still forming. Its persistence shows that ecommerce growth is tied not just to digital payments, but to how safe and predictable online shopping feels.

Why this matters

India can run 700 million-plus UPI transactions a day and still keep Cash on Delivery (COD) alive at scale. COD persists because a meaningful slice of ecommerce still runs on reassurance: pay only when the box arrives, inspect it, and keep the option to refuse.

The numbers are not small. Roughly 105 million online shoppers, about 32% of online shoppers, still opt for COD. That’s big enough to treat as a structural feature of the market, not a legacy quirk that will fade with one more payments product launch.

What’s keeping COD sticky is less about the act of payment and more about what the payment represents. COD is a way to manage uncertainty: uncertainty about seller quality, product authenticity, sizing, damage in transit, and whether a return or refund will be painless. In plain terms, it is a consumer-side risk control. The drivers are explicitly described as trust gaps, low credit penetration, return flexibility, and habit-driven behaviour, with stronger dependence in Tier II and Tier III cities and among users who are early in their ecommerce journey.

The distribution of COD users makes the trust story even clearer. 44% of shoppers who opt for COD live in rural India, and 52% of COD orders come from female shoppers. Those aren’t random skews. They point to where the internet economy still has a confidence problem and where the perceived cost of a bad online transaction is higher. This also highlights “comfort-driven payment behaviour,” which indicates that the safest payment choice is often the one that leaves the buyer holding power until delivery.

It’s useful to separate two different ideas that often get mixed up. Digital payment adoption solves the ability to pay instantly. Trust solves the willingness to pay in advance. A customer can happily use UPI for daily transactions and still prefer COD for ecommerce if they don’t fully trust delivery predictability, return handling, or seller reliability.

COD also persists because it makes returns and refusal feel frictionless. In markets where return logistics can be slow, refunds can take time, and customer support can be inconsistent, paying upfront increases the perceived downside of a wrong purchase. COD reverses that psychology. It shifts risk away from the consumer and onto the ecosystem. That’s why it’s less accurate to treat COD as a payment method and more accurate to treat it as a trust mechanism embedded inside the transaction.

For ecommerce operators, COD creates a very specific set of second-order costs. It increases logistics complexity and raises the probability and cost of returns, refusals, and fake orders. It adds cash-handling overhead, and it puts pressure on working capital because cash collection and settlement become less predictable. These are not abstract inconveniences; they show up in unit economics and cash conversion cycles.

COD expands the addressable market, especially beyond the top cities, but it can also introduce operational drag that doesn’t scale gracefully. It pushes companies to build stronger last-mile control, tighter fraud detection, better customer verification, and more disciplined reverse logistics. When those muscles are weak, COD can inflate top-line activity while degrading contribution margins and increasing variance in outcomes across cohorts.

This is where the idea of COD as a trust primitive becomes operationally important. If COD is really a proxy for trust, then the path away from COD is not a marketing campaign that asks people to prepay. It’s a set of system upgrades that make prepayment feel equally safe. The shift from COD to prepaid is expected to occur gradually as credit products, BNPL, UPI credit line, refunds infrastructure, and delivery predictability mature. That list is revealing because most of it isn’t “payments” but rather risk mitigation.

Credit products and BNPL change affordability and smooth cashflows, but they also change the nature of the promise being made to the consumer. If refunds are fast and reliable, and if delivery outcomes are consistent, then prepaying stops feeling like a leap of faith. Likewise, if UPI-linked credit lines become common, the transaction can stay instant while still feeling reversible or low-risk from the buyer’s perspective.

None of this implies COD is “good” or “bad.” It implies COD is diagnostic. High COD share often indicates one or more gaps: uneven trust in sellers, uncertainty around quality, weak predictability in delivery, or friction in returns and refunds. It also indicates where growth is coming from: cohorts that are newer to ecommerce, often outside the top metros, and in segments where financial autonomy and digital comfort can look different than the headline internet-user numbers suggest.

This is why COD deserves to be treated as a core variable in how India’s ecommerce market is analysed. If a third of shoppers still prefer COD, then many platform metrics are partly a reflection of trust engineering and operational capability, not only product demand. That shows up in return rates, refund timelines, delivery success rates, customer support load, and the stability of contribution margins across geographies and cohorts. It also shows up in how quickly a business can expand beyond its strongest city clusters without its unit economics deteriorating.

From a due diligence viewpoint of an ecommerce business, COD is a signal about the quality of demand and the strength of execution. A business with a high COD mix may be reaching valuable new cohorts and expanding beyond top metros, but it is also likely carrying greater exposure to returns, refusals, working-capital drag, and operational volatility across geographies. That changes how growth should be read. Revenue expansion unsupported by delivery reliability, refund efficiency, and reverse-logistics discipline can look impressive while masking weaker contribution quality. In that sense, COD share is not merely a payments metric. It is a live indicator of how much trust still needs to be built for growth to convert cleanly into durable economics. For a private markets participant, that makes COD relevant to underwriting and operational diligence, especially in consumer and ecommerce businesses scaling into Bharat.

COD also changes the nature of risk and resilience. In periods of stress, platforms with a high COD mix can see higher cancellations and refusals, which creates volatility in fulfilment utilisation and cash flows. In benign periods, COD can look like a growth enabler. The system becomes more informative when conditions tighten, because consumer willingness to accept delivery and part with cash becomes a function of perceived value and trust.

The more realistic reading of India’s trajectory is not that COD will vanish, but that COD will shrink as trust becomes less scarce. The transition is gradual and tied to the maturation of credit and refunds infrastructure and to delivery reliability. When those conditions improve, the consumer doesn’t need COD to feel protected. Until then, COD remains one of the cleanest signals that India’s ecommerce industry still has a trust bottleneck. It is not a payment preference that can be “nudged away.” It is a consumer protection mechanism that will fade only when the underlying need for protection reduces.

Bottom line

COD is best understood as a diagnostic signal of how much trust India’s ecommerce ecosystem has truly built. It expands reach and helps platforms penetrate newer and less confident cohorts, but it also raises costs, increases volatility, and puts pressure on unit economics. Over time, COD will shrink only when prepaying feels equally safe through faster refunds, better delivery predictability, stronger seller reliability, and smoother reverse logistics. Until then, COD remains one of the clearest indicators that ecommerce scale in India still depends on reducing perceived consumer risk, not just increasing digital payment penetration.

Brand Manager

Aayushi Thakur

Frequently Asked Questions

Q: Why does COD persist even with UPI at scale?

A: Because COD solves a trust problem, not a payments problem. It keeps the buyer in control until delivery.

Q: What does COD reveal about India’s ecommerce market?

A: It reveals where trust is still scarce: seller reliability, product authenticity, delivery predictability, and refund confidence.

Q: Is COD mainly a Tier II/Tier III phenomenon?

A: It is more prevalent beyond top metros and among newer users, but large enough overall to be considered structural.

Q: Why does COD raise costs for ecommerce operators?

A: It increases returns and refusals, adds cash-handling overhead, creates working capital drag, and raises operational volatility.

Q: What reduces COD over time?

A: System upgrades that make prepayment feel safe: faster refunds, reliable logistics, predictable delivery, and credit rails.

Q: Why is COD relevant for private market diligence?

A: Because COD mix affects contribution quality through returns, cancellations, working capital cycles, and execution risk.

Sources

Inc42 Datalabs, Annual Indian Startup Trends Report, 2025