Where should checkout timers appear?

As an e-commerce business owner, I'm struggling to understand the optimal placement of checkout timers. I want to create a sense of urgency without appearing manipulative or overwhelming my customers. My goal is to strategically position these timers to encourage faster purchase decisions while maintaining a positive user experience. I need clear guidance on where and how to implement these timers effectively across different stages of the checkout process.