Flipkart’s Big Billion Days and Amazon’s Great Indian Festival pushed record order volumes through most seller dashboards this October. Experienced sellers already know what comes next. The real test of Diwali 2026 is not the sale week itself, it is the four to six weeks after, when Return to Origin requests and refund tickets start climbing faster than new orders ever did. Sellers who get caught off guard here do not just lose a few parcels, they lose margin, cash flow, and in some cases weeks of stock that should already be back on the shelf for the rest of the festive season.
This is the playbook for that exact window. You will find why RTO spikes on Amazon and Flipkart after a major sale, how to separate real returns from delivery failures in your own reporting so you are fixing the right problem, what Amazon’s and Flipkart’s refund processes actually require from you in 2026, and a sequenced set of actions to work through before stock, cash, or patience runs out. If you manage even one high-volume account on either platform, and especially if Amazon account management or Flipkart account management is spread across a small team right now, the next few sections are worth reading in full before your next return request queue backs up.
What Happens to Returns After Diwali 2026 Ends?
Once the festive rush tapers off, both Amazon and Flipkart see a sharp, predictable jump in Return to Origin and customer-initiated returns, typically peaking seven to fifteen days after the sale ends. Flipkart marks a failed Cash on Delivery shipment as RTO once the delivery attempt cycle runs out, Amazon routes similar failures through its own courier return process, and both count directly against your seller performance metrics. In our experience managing festive-season accounts, RTO in categories like apparel and accessories can run two to three times higher in this window than the rest of the year, a pattern that holds across most couriers even though exact numbers vary by category, which is exactly why planning for post-Diwali order returns pays off more than reacting to them.
The reasons are mechanical, not mysterious. Buyers who ordered multiple sizes or colours during the sale send back whatever they do not keep. COD orders placed on impulse during flash pricing get refused at the door once the discount excitement wears off. Logistics partners, stretched thin during the sale itself, catch up on failed delivery attempts in the two weeks that follow, which shows up as a delayed RTO wave rather than an immediate one. Diwali sale returns on Amazon and Flipkart follow a fairly predictable curve once you track it properly, but only if you are watching the right week and the right metric instead of one blended return percentage, and this is usually the first gap a proper Amazon and Flipkart account management setup closes.
Why Does RTO Spike After Big Billion Days and the Great Indian Festival?
Both platforms see the spike for similar underlying reasons, but the mechanics differ enough that fixing one does not automatically fix the other. Amazon and Flipkart return to origin patterns look similar on the surface but come from different triggers underneath, Amazon’s shows up mostly through extended return windows, and Flipkart’s shows up through Non-Delivery Reports and COD refusals. Treating them as one combined number is the most common mistake we see sellers make every festive season.
Amazon RTO and Return Patterns
Amazon RTO after a festive sale is driven mainly by its extended holiday return window rather than failed deliveries alone, so returns keep arriving for weeks after the event itself ends.
On Amazon, a chunk of post-festive returns come through the standard customer return window rather than a failed delivery, since Amazon extends its holiday return period for many categories bought in the run-up to Diwali. That means products sold in early October can come back as returns well into December, long after the sale banners are gone. If you are not tracking returns against the original order date rather than the return date, your numbers will look better than reality for weeks. Sellers who do not want to rebuild this tracking from scratch every year usually bring in dedicated Amazon account management services to reduce RTO on Amazon India through structured account health monitoring and case log management, rather than checking it manually once a week.
Flipkart RTO and Return Patterns
Flipkart RTO after a festive sale is driven mainly by Cash on Delivery refusals and courier delivery failures, concentrated heavily in fashion, footwear, and accessories categories.
Flipkart’s spike is more COD-driven. During Big Billion Days, a large share of orders in fashion and accessories come in as Cash on Delivery, and a portion of those get refused the moment the buyer is actually asked to pay. The platform marks these as RTO once delivery fails after the standard attempt cycle, and the parcel starts its reverse journey back to your fulfilment centre or your own warehouse if you are not on Flipkart’s own fulfilment network. If you went into Big Billion Days without addressing COD limits, pin code level RTO history, or dispatch SLAs, the returns wave now is simply the second half of a problem that started before the sale. We covered the groundwork for this in our checklist on what Flipkart sellers should fix before Big Billion Days, and most of those same fixes apply directly to controlling the RTO that follows, which is also where dedicated Flipkart account management earns its keep during festive months.
How Do You Read Your RTO and Refund Numbers Before They Pile Up?
Before you can fix anything, you need to separate RTO from refunds in your own reporting, because they have different causes and different fixes. RTO means the order never reached the buyer. A refund means it did, and the buyer sent it back or the platform refunded it after a claim. Mixing the two into one return percentage hides which problem you actually have, and building this habit into an actual ecommerce refund management system, rather than a manual weekly glance, is what keeps the backlog from growing faster than you can clear it.
A quick way to triage your numbers each week during festive season:
- Pull RTO and return counts separately by platform, not combined.
- Segment by SKU and pin code, since RTO concentrates heavily in specific categories and delivery zones.
- Check the reason codes Amazon and Flipkart attach to each return, not just the raw count.
- Compare this week’s rate against your pre-festive baseline, not last month’s average, since Diwali skews both.
- Flag any SKU where returns cross 20 percent, since that usually points to a listing, sizing, or packaging issue rather than random buyer behaviour.
What Is Amazon’s Refund Policy for Sellers Heading Into 2026?
Amazon’s refund policy for most categories gives buyers a standard return window, which Amazon typically extends for items bought during the festive sale period, and sellers are expected to process eligible refunds within Amazon’s set timelines once the item is received back at the fulfilment centre or the seller’s return address. For FBA inventory, Amazon handles the refund directly, and any related reimbursement flows through Amazon’s own claims process rather than the seller initiating it manually. Knowing how to handle customer returns on Amazon correctly during this window, rather than reactively, is what keeps your account health score intact.
What catches sellers off guard every year is not the policy itself, it is the paperwork trail behind it. Every refund you process needs a matching credit note in your GST filings, so a backlog of unprocessed refunds in Seller Central does not just look bad on your dashboard, it shows up as a mismatch in your books before a single customer complains. For FBA sellers specifically, items marked returned but never actually received back at the fulfilment centre are often eligible for reimbursement, and this is one of the more commonly missed recoveries because sellers assume Amazon tracks it automatically. It does not always, and understanding Amazon’s seller refund policy in India down to this level of detail is what separates sellers who recover lost margin from those who write it off as a cost of doing business. This is exactly the gap our Amazon FBA reimbursement service is built to catch, since sellers managing refunds manually tend to recover only a fraction of what they are actually owed.
How Does the Flipkart Return Request Process Work During Diwali Week?
When a buyer raises a return on Flipkart, the seller gets a return request inside Seller Hub, usually within a seven to ten day window after delivery depending on category, and has to approve or reject it within the timeframe Flipkart sets before it auto-resolves in the buyer’s favour. During the Diwali sale window, the volume of these requests arrives in a short burst rather than spread evenly, which is where most sellers fall behind on the Flipkart return request process, and where a dedicated Flipkart account management partner usually earns back more than its cost in recovered refund timelines alone.
The sequence sellers forget under volume is simple but easy to skip when you are also managing dispatch SLAs and ad spend at the same time. You get the return request, you have a fixed window to accept or reject it, courier pickup gets scheduled once you approve it, and the refund only releases once the item is received and quality checked on Flipkart’s side. Reject without solid justification and you risk account level penalties stacking on top of the original return. We detailed how these penalties interact with returns and dispatch timing in our breakdown of Amazon cancellation fees and Flipkart dispatch penalties for 2026, which is worth reading alongside this one since the two problems usually show up together during festive season.
Common RTO and Refund Mistakes Sellers Make During Festive Season
Most of the damage from post-Diwali returns comes from a handful of repeated mistakes, not from one big failure.
Blocking COD entirely to kill RTO. It works, and we have seen sellers cut RTO sharply this way, but COD still drives a meaningful share of festive orders in tier 2 and tier 3 markets, so blocking it outright usually costs more in lost orders than it saves in returns. The better trade-off is tightening COD only on the pin codes and order values with a proven RTO history, not switching it off platform-wide.
Rejecting every return request to protect margin. This looks like it saves money short term, but a pattern of rejections without evidence pulls down your seller rating on both platforms, and a damaged rating costs more in lost buy box or search visibility than the returns themselves would have. The judgment call here is knowing which rejections are worth defending with photo evidence and which are cheaper to simply approve and move on from.
Treating RTO and refunds as one number in weekly reporting, which hides whether the real problem is delivery failure or product dissatisfaction, two issues that need completely different fixes. Good festive season returns management in ecommerce is not about eliminating RTO completely, it is about keeping it close to your category’s normal range and catching the outliers early. That kind of pattern recognition comes from running these accounts week after week rather than reacting once a quarter, which is the approach HRL Infotechs takes with every Amazon and Flipkart account we manage.
The RTO and Refund Playbook: Your Sequenced Action Plan Before Stock Runs Out
With the festive order spike behind you, the next four weeks decide how much of that revenue you actually keep. Work through these in order rather than all at once, since each step depends on the data the previous one gives you.
- Pull separate RTO and refund reports from Amazon Seller Central and Flipkart Seller Hub, by SKU and pin code, for the last 30 days.
- Flag any SKU with returns above 20 percent and check whether the reason codes point to sizing, description mismatch, or damaged-in-transit packaging.
- Tighten COD eligibility on the specific pin codes and order values showing the highest RTO, not across your entire catalogue.
- Clear your return request queue on Flipkart Seller Hub within the approval window every day through the end of November, since delays here auto-resolve in the buyer’s favour.
- Reconcile FBA returns against actual stock received, and file reimbursement claims for anything marked returned that never physically came back.
- Match every processed refund to its GST credit note before the filing period closes, so your books and your seller dashboard tell the same story.
- Rebuild your post-sale checklist now, while the data is fresh, so next year’s Diwali window starts with pin codes and SKUs already flagged instead of discovering them in week two.
If your team cannot clear this list before the next sale cycle, bringing in dedicated RTO-focused account management for Flipkart sellers alongside Amazon-side account health work usually costs less than the margin quietly disappearing into unresolved returns right now. If your dashboards are already showing the early signs of this spike and you want a second set of eyes on where the RTO is actually coming from, our team can start with a free account audit across both marketplaces before the backlog grows past what is easy to fix.
FAQs
Q1: What is the difference between RTO and a regular return on Amazon and Flipkart?
A1: RTO means a shipment never reached the buyer and came back due to a failed delivery attempt, refused COD, or wrong address. A regular return happens after successful delivery, when the buyer receives the item and sends it back through the platform’s return window. Both affect your seller metrics, but they need different fixes since one is a delivery problem and the other is a product or expectation problem.
Q2: How long does the post-Diwali RTO spike usually last?
A2: Most sellers see elevated RTO and return volume for roughly four to six weeks after a major sale event ends, with the sharpest spike in the first two weeks. Categories with extended return windows, especially on Amazon, can see return volume trickle in even longer, so it is worth tracking returns against the original order date rather than assuming the spike ends when the sale banners come down.
Q3: Can I reduce RTO by blocking Cash on Delivery entirely?
A3: You can, and it does cut RTO sharply, but COD still drives a large share of orders in tier 2 and tier 3 markets during festive sales, so blocking it completely usually costs more in lost orders than it saves in returns. Restricting COD only on specific pin codes and order values with a proven RTO history is typically the better trade-off.
Q4: What happens if I do not respond to a Flipkart return request in time?
A4: If you miss the approval window on a Flipkart return request, it typically auto-resolves in the buyer’s favour, meaning the refund goes through regardless of your position. Repeated missed windows during high-volume periods like Diwali week also tend to affect your seller performance metrics, so clearing the return queue daily matters more during festive season than any other time of year.
Q5: Does Amazon reimburse sellers for FBA items that were never actually returned?
A5: Yes. When a customer return is marked complete but the item never physically arrives back at the fulfilment centre, that is typically eligible for an FBA reimbursement claim. Many sellers do not file these claims because Amazon does not always flag them automatically, which means a portion of legitimate reimbursements go unclaimed every festive season unless someone is checking for them deliberately.
Q6: How do refunds affect my GST filings as an ecommerce seller?
A6: Every refund you process needs a corresponding credit note in your GST returns, since the original sale was already reported. A backlog of unprocessed refunds creates a mismatch between your platform dashboard and your filed returns, so clearing refund queues promptly during and after Diwali is as much a compliance matter as a customer service one.
