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Diving deeper into category performance, the most popular sub-categories are Games with a value of 100.0, Educational Toys with 61.5, and Toys with 34.5. These sub-categories are all nested within the Toys & Games parent category.
At the product level, the items driving the most sales are Board & Card Games with a value of 100.0, Portable Electronic Games with 21.4, and Remote Control Toys & Accessories with 20.6. These products span across different categories, indicating diverse customer interests.
Customer payment preferences tell us about trust and convenience factors. 51% of orders are placed using prepaid methods, while 49% prefer Cash on Delivery (COD). This distribution indicates a strong preference for prepaid in this region.
The customer base can be segmented into distinct behavioral groups. The largest segment is QUALITY_FIRST_SHOPPER with 37% of the customer base, followed by VALUE_SEEKER at 25% and WEEKEND_SHOPPER at 25%. Understanding these segments helps in tailoring marketing and product strategies.
Customer retention is a key indicator of business health. 83% of the customers are new to the platform, while 17% are returning customers.
Finally, understanding when customers prefer to shop is essential for inventory and customer service planning. The data shows that the peak time for placing orders is between 12 - 6 PM on Sunday, with the highest concentration of orders in the 12 - 6 PM range. The activity is notably lower during the 12 - 6 AM period, which is typical for most eCommerce platforms.
3%
vs last 30 days
6%
vs last 30 days
₹ 1177
vs last 30 days
20%
vs last 30 days
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