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Diving deeper into category performance, the most popular sub-categories are Vehicle Parts & Accessories with a value of 100.0, Vehicle Styling with 1.6, and **** with ****. These sub-categories are all nested within the Vehicles & Parts parent category.
At the product level, the items driving the most sales are Spares, Tools & Maintenance Service Parts with a value of 100.0, Vehicle Cleaning & Repair Supplies with 85.3, and Car & Vehicle Accessories with 78.8. These products span across different categories, indicating diverse customer interests.
Customer payment preferences tell us about trust and convenience factors. 48% of orders are placed using prepaid methods, while 52% prefer Cash on Delivery (COD). This distribution indicates a strong preference for COD in this region.
The customer base can be segmented into distinct behavioral groups. The largest segment is WEEKEND_SHOPPER with 35% of the customer base, followed by QUALITY_FIRST_SHOPPER at 34% and VALUE_SEEKER at 23%. Understanding these segments helps in tailoring marketing and product strategies.
Customer retention is a key indicator of business health. 84% of the customers are new to the platform, while 16% 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 6 - 12 PM on Monday, with the highest concentration of orders in the 6 - 12 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
₹ 1495
vs last 30 days
29%
vs last 30 days
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