Beyond the Festive Boom: Why High E-commerce Returns are Crushing Indian Sellers (And How to Fix It)

The 2026 Navratri and Diwali festive sales have generated record-breaking Gross Merchandise Value (GMV) for e-commerce giants like Flipkart, Amazon, Myntra, and Meesho. But behind the flashy press releases of "billions sold in a week" lies a darker, viral reality.

If you have scrolled through social media recently, you have likely seen the viral videos posted by delivery agents and small sellers: mountains of worn, sweat-stained ethnic wear and empty boxes being returned just days after the Dandiya nights concluded.

Welcome to the hidden crisis of Indian e-commerce: the staggering cost of high returns. On the Myntranomics Blog, we are breaking down why the current e-commerce return policy in India is mathematically crushing small sellers, the rise of toxic consumer habits, and the critical solutions platforms must adopt to survive.

The "Wardrobing" Epidemic and Trial Room Behavior

One of the biggest drivers of e-commerce seller losses during the festive season is a phenomenon known as wardrobing in fashion. This is a form of return fraud where consumers buy expensive outfits, wear them for a specific event like a wedding, a Garba night, or a Diwali party and then return them within the platform's 7-to-14-day return window.

Consumers are increasingly treating e-commerce platforms like a free, endless trial room. Because platforms have historically marketed "no questions asked" returns to build customer trust, buyers feel emboldened to exploit the system. Sellers are left receiving items that are stained, smelling of sweat, or torn, rendering them completely unsellable.

The Brutal Math: Forward, Reverse, and Hidden Fees

Many consumers believe that returning an item simply reverses the transaction. For the seller, however, an e-commerce return is a compounding financial loss.

When a product is returned, the seller absorbs:

• Forward Logistics Charges: The cost to ship the item to the customer.

• Reverse Logistics Penalties: The fee charged by the platform to bring the item back.

• Non-Refundable Platform Fees: Fixed closing fees and payment gateway charges.

• Cost of Goods Sold (COGS): If the item is returned damaged, swapped with a fake product, or heavily used, the entire manufacturing cost is wiped out.

For a micro-seller operating on a razor-thin 15% margin, a single fake return or damaged product can wipe out the profits of ten successful sales. This math is the primary reason many small businesses are shutting down their seller accounts on major platforms this season.

Cash on Delivery (COD) and High RTO Rates

Adding fuel to the fire is India’s heavy reliance on Cash on Delivery. While COD helped e-commerce penetrate Tier-2 and Tier-3 cities, it comes with alarmingly high RTO (Return to Origin) rates. Often hovering between 30% and 40%, COD orders are frequently rejected by customers at the doorstep due to buyer's remorse, impulse purchasing, or simply not having the cash on hand. Every RTO drains the seller's working capital while the inventory is stuck in transit for weeks.

The Quiet Shift: How Platforms are Responding

Platforms possess immense amounts of customer data. They know exactly who is exhibiting "trial room behavior." However, terrified of losing market share to competitors, they have avoided announcing strict, public limits on returns. Instead, they are quietly implementing algorithmic friction:

1. Trust Scores and Shadow Banning: Accounts with abnormally high return rates are being flagged. These users quietly lose their COD privileges and are forced to prepay for orders.

2. The Return Fee: To combat casual returns, platforms are rolling out non-refundable "convenience fees" (ranging from ₹15 to ₹50) for users with poor return histories.

3. High-Risk Pin Code Blocks: Algorithms are now disabling COD entirely for specific regional pin codes known for organized Flipkart and Amazon return fraud.

Solutions: It’s Time to Revise the Policy

While shadow bans help, the ecosystem requires structural policy changes to protect sellers from exploitation. Here are the actionable solutions platforms must implement:

1. Shift to "Exchange Only" for Festive & Occasion Wear

Just as smartphones were moved to a "7-day replacement only" policy years ago, premium ethnic wear and festive collections must follow suit. If a customer has a genuine sizing issue, they should be able to exchange the product for a different size but outright refunds should be eliminated for these high-risk categories.

2. Mandatory Unboxing/Packing Videos for Claims

To combat fake returns (where customers send back old clothes or empty boxes), the burden of proof must be balanced. If a customer claims they received a defective item, they should be required to provide an unboxing video. Conversely, seller claims for damaged returns must be processed faster and with less bureaucratic friction.

3. Progressive Algorithmic Caps

While a strict "monthly unit return limit" might penalize genuine high-volume shoppers (like a family buying for a wedding), platforms should implement value-based limits. For example, if a user returns more than ₹10,000 worth of apparel in a single month, their account should automatically trigger a mandatory manual review for future purchases, and temporary suspension of return privileges.

4. Transparent Restocking Fees

If a customer wishes to return an item simply due to "change of mind," a standard 10% restocking fee should be deducted from their refund and passed directly to the seller to cover logistics costs.

The Bottom Line

The era of hyper-growth fueled by completely frictionless, consequence-free returns is over. If e-commerce platforms want to maintain a healthy marketplace, they must stop prioritizing exploitative buyers over the survival of their sellers. It is time to make consumers accountable for their cart.

What are your thoughts on the rising e-commerce return rates? Are you a seller struggling with RTOs? Let us know in the comments below.