The refusal is the business problem
Footwear already has the highest size-related return rate in Indian ecommerce. Add a Tier-2 and Tier-3 delivery base where COD dominates, and refused deliveries become the largest single cost on the P&L that nobody has measured.
Partial COD collects a small advance online and leaves the balance for delivery. The amount is small enough that a genuine buyer does not blink and large enough that a midnight impulse order quietly does not proceed.
That one mechanic usually does more here than every other change combined, because it filters before you have paid any freight at all.
Work out your own number first
Before changing anything, take one month and divide failed deliveries by total COD orders.
Under fifteen percent is healthy. Fifteen to twenty-five is common in this belt and worth working on. Above a quarter, the cause is usually specific — a few pincodes, or a checkout letting incomplete addresses through.
Order management and returns management together give you that breakdown by product and by area. Most sellers here have never calculated it, and the number tends to surprise them.
Addresses in smaller towns need help
A meaningful share of failed deliveries in this belt are not refusals at all. The courier could not find the place, or the phone went unanswered, and after two attempts the parcel turned around.
The checkout collects address fields in a structured way rather than one free-text box, so a missing landmark is caught while the buyer is still on the page and can fix it.
WhatsApp alerts confirm the order on the channel your buyer actually reads, which also tells you within minutes whether the number is real — before you dispatch anything. RTO prevention flags the doubtful orders so you confirm those specifically instead of calling everyone.
Sizes, because the other half of returns is fit
A UK 8 sneaker and a UK 8 formal shoe do not fit the same foot. One store-wide size chart is a promise you cannot keep.
Size charts are set per product, so each pair carries measurements that actually apply. This is unglamorous work and it is the single highest-return change a footwear seller can make.
Return windows are per product too. Regular styles can carry a longer window; clearance stock can carry a shorter one, stated on the page before purchase. Returns and exchange management keeps requests in one queue — and in footwear most returns are size exchanges, not refunds, so handling them cleanly keeps the sale.
Selling from Instagram to smaller towns
Most traffic here arrives from a reel or a status, on a mid-range phone with patchy signal. Every extra step costs you a buyer.
OTP login removes the password. UPI is available for the buyers moving to prepaid, and a prepaid discount set through coupon management is often enough to shift a useful share of orders away from COD entirely.
The store is mobile-friendly by default, which on a slow connection matters more than any design choice.
What it costs
Starter — ₹4,990 one-time. Catalogue with variants and per-product size charts, COD control, Razorpay, UPI, GST invoicing and the admin panel. Live in three to five days.
Pro — ₹9,990. Adds Partial COD, Shiprocket, abandoned cart recovery, Meta Pixel and reviews. For a COD-heavy footwear business this is the plan that pays for itself fastest.
Elite — ₹19,990. Adds Meta CAPI, WhatsApp automation, advanced analytics and multi-store admin.
One-time. No monthly fee and no commission on your sales.
Plans & Pricing
Hosting (~₹500–800/month) and a domain (~₹800/year) are paid directly to those providers. No markup, no per-order commission.
Complete store, Razorpay + COD, GST invoicing, admin panel.
Adds Shiprocket, Partial COD, abandoned cart, Meta Pixel, reviews.
Adds Meta CAPI, WhatsApp automation, advanced analytics, multi-store admin.
Frequently Asked Questions
Can I keep COD but reduce refused deliveries?
What is a normal refusal rate for COD footwear?
Can each shoe have its own size chart?
Can I encourage prepaid orders?
Ready to start selling online in Lucknow?
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