Growing Value Commerce Through Better Purchase Completion
Snapdeal
Illustrative case study · Synthetic data
The activities and performance figures below are hypothetical. They do not establish a Palledian engagement or an endorsement by Snapdeal.
NAME THE
REAL CHALLENGE.
Bring in more first-time purchasing customers while improving fulfilled-order economics, especially where cash-on-delivery orders fail to complete.
A value-commerce proposition has little room for avoidable acquisition and fulfilment waste. A low selling price can attract interest but still produce a poor outcome if a customer misunderstands the product, cannot assess delivery, or refuses an order on arrival. The example therefore follows retained sales and return-to-origin activity separately.
A hypothetical India value-fashion and lifestyle seller-assortment programme, restricted to the same catalogue and serviceable postcodes.
PUT THE MODEL
ON THE TABLE.
Equivalent six-month baseline and scenario periods. Every value is synthetic.
| Measure | Synthetic baseline | Modelled scenario |
|---|---|---|
| Search landing clicks | 4,00,000 | 4,36,000 |
| Retained orders / store bills | 44,000 | 49,680 |
| First-time purchasing customers | 24,000 | 26,400 |
| Existing purchasing customers | 12,000 | 13,200 |
| 90-day repeat-purchase rate | 20% | 22% |
| Average net order / bill value | ₹750 | ₹750 |
| Net merchandise sales | ₹3.30 crore | ₹3.73 crore |
| Illustrative platform fee revenue | ₹52.80 lakh | ₹59.62 lakh |
| Blended acquisition cost | ₹55 | ₹53 |
| COD return-to-origin rate | 16% | 14.5% |
New customers means identified first-time purchasers, not registrations. Existing purchasers bought before the period. Repeat rates use matured 90-day first-purchase cohorts. Clicks are not unique customers.
MAKE THE CALL.
SHOW THE REASON.
Clarified value beyond the headline price
Palledian reviewed the hypothetical assortment for product completeness, final payable price, shipping information and customer need. Search content was organised around useful budget-conscious categories rather than vague bargain claims. The aim was to reduce the gap between what a shopper expected and what the seller could deliver.
Prioritised serviceable and dependable listings
The assumed acquisition plan paired demand with seller readiness, stock and delivery coverage. Listings with persistent fulfilment issues would not be scaled merely because they generated inexpensive clicks. Product-selection and seller-service recommendations were reviewed alongside the financial model.
Reduced avoidable cash-on-delivery failure
The proposed journey made address details, order confirmation and delivery expectations clearer without forcing unsupported payment methods. Cash-on-delivery dispatches and return-to-origin shipments were tracked as operational measures. The synthetic decline in the return-to-origin rate is not added again as a separate revenue gain, because retained sales already reflect failed orders.
Encouraged a second useful purchase
Permission-based email and SMS recommendations connected customers to relevant categories after the first fulfilled order. Messaging acknowledged the original shopping need and available selection. The programme measured a second completed purchase, not a message click, as the retention outcome.
Made contribution the expansion decision
The model separated seller merchandise sales from hypothetical platform fee income. Acquisition, payment, service and reverse-logistics costs were then considered before the allocated support allowance. This made the illustrative break-even decision depend on retained-order economics rather than unfulfilled order bookings.
ACCOUNT FOR
THE WHOLE COST.
A synthetic 16% net platform-fee yield is assumed, not Snapdeal’s actual take rate. The service-cost line includes the hypothetical consequences of failed delivery and reverse logistics. No separate return-to-origin saving is added to contribution.
| Programme economics | Synthetic baseline | Modelled scenario |
|---|---|---|
| Scoped revenue | ₹52.80 lakh | ₹59.62 lakh |
| Service / store costs | ₹33.00 lakh | ₹36.00 lakh |
| Acquisition expenditure | ₹13.20 lakh | ₹13.99 lakh |
| Allocated programme support | ₹8.00 lakh | ₹8.40 lakh |
| Scoped operating result | −₹1.40 lakh | ₹1.22 lakh |
A scoped programme surplus is not company-wide net profit. Unallocated head-office, financing, tax and out-of-scope costs are excluded. Growth differences do not establish causality.
KNOW WHAT
DESERVES SCALE.
The scenario demonstrates how value-commerce growth can come from better completion and retention as well as new demand. A fictional scoped programme moves from a small deficit to a surplus after allocated costs, without suggesting that Snapdeal itself had or achieved those financial results.
Use this model to explore a consulting approach. Actual success-story claims require supported project activities and measured client data.
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