Planning for the Festive Rush: Use Old Estimates as a Prompt, Not a Forecast

Headline and Context

India Seatrade News published on 12 to 13 October 2023 a report, citing Shiprocket data, that the festive-season e-commerce opportunity for Indian MSMEs was worth $13 billion. Pages on that site display the current date, so a casual reader may mistake it for recent news; the article is from 2023. The figures are the company's own, and the article gave no sample size, period or method, nor any explanation of how the $13 billion was estimated.

What the company reported

• 56% of its order volume came from non-metro cities, said by the company. • 10 to 15% of total order volume was expected from first-time shoppers. This was a projection, not a measured result. • Delhi NCR accounted for 28% of festive sales, Mumbai 13% and Bengaluru 7%. • The top festive category was personal care products. • Export drivers included the US, UK, Germany, Australia, Canada, France and the UAE, with artificial jewellery and beauty and grooming among the leading export categories. • The company said it had doubled warehousing to 2 million square feet with three new warehouses and increased warehouse staff by 50%. • It also said MSMEs in tier-II to tier-IV cities expected more Diwali gift orders than metro sellers, but gave no figures.

“Old data should send you to your own records, not into your stock room.”

How to use dated, vendor-supplied data: our guidance

Do not plan your stock on the basis of a 2023 estimate. Instead, treat each item as a question to answer from your own records.

1. Where did your orders come from last festive season? Group by city tier. If more than half come from non-metro areas, delivery reliability outside the big cities matters most.

2. Which categories rose and by how much? Compare your weekly sales for the six weeks before and after the main festival with the six weeks before that.

3. How many were first-time customers? First-time buyers need more reassurance, such as clear return policies, and may need a smaller first order.

4. What were the stock-outs? Missed sales from running out of your best-sellers are often the largest hidden cost.

5. What was the delivery performance? Late deliveries in the festive peak cause refunds and bad reviews. Check with your logistics partner what cut-off dates apply.

A festive calendar for a small seller: our template

• Eight to ten weeks before: Review last year's data. Confirm suppliers and raw-material orders. Decide the hero products. • Six weeks before: Finalise catalogue photographs and descriptions. Set prices and offers, keeping margins in view. • Four weeks before: Place stock orders. Brief your logistics partners and ask for capacity commitments in writing. • Two weeks before: Test the ordering process end to end. Prepare customer-service scripts and extra packing. • During the festival: Check stock and order status daily. Respond to queries quickly. • After: Collect feedback, record what sold, and contact first-time buyers with a thank-you and a reason to return.

The gift effect

The report's mention of gifting as a driver is plausible even without numbers. Gift buyers want presentable packaging, a clear delivery date and often a message option. Small sellers can win here with careful packing and personalisation, which large platforms find harder to offer.

Export seasonality

The export markets listed suggest that festive demand is not only domestic, as diaspora buyers purchase items for celebrations. A small seller exploring this should check shipping times and customs rules well before the season, as delays are the main risk. Our Expansion pieces in this section describe government support for small exporters.

Cautions

Because the article gives no method, the $13 billion estimate should not be quoted in a business plan. We include it here to show the type of question to ask, not because we endorse the number.

Cash flow in the festive quarter

Stock bought for a peak must be paid for before the sales arrive. Work out the cash needed from ordering to collection, and arrange working capital early, rather than in the last week. Our Finance pieces describe invoice-discounting and credit options for small firms. Also plan for returns: a good share of festive purchases may come back, and refunds reduce the cash you thought you had.

What to record this year

Whatever happens, keep a simple log of daily orders, stock-outs, delivery delays and customer complaints. Next year, this log will be worth more to you than any published estimate, because it describes your own customers.