Your navigation within Bubble should use the ‘go to page’ action and in that action, you should check the box to remove from URL browser history.

If you are using go to page action to send to the same page the user is on, this is available

If it is to a different page it is not available, but if you put the action into a reusable element and use the dynamic page, it is available

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