Your question is Pretrained vs Fine-Tuning. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain the trade-offs between using a pre-trained model versus fine-tuning a custom model for a specific e-commerce task.