Customers generally expect a moderate level of customization and personalization in drop shipping, considering the business model's limitations. They appreciate:

1. Product recommendations based on their purchase history and preferences.

2. Personalized marketing messages and offers.

3. Ability to choose from various product options (e.g., size, color, material).

4. Custom packaging or branding (if offered).

5. Tailored communication and support.

However, customers may not expect extensive customization, as they understand that drop shipping often involves pre-existing products from suppliers. Still, any personal touch or effort to tailor their experience can foster loyalty and satisfaction.