Different manufacturers have different ways of providing a “Stock ROM” or “Factory ROM”, then the technique to install it can vary. This does not backup “your stuff” but as the name suggests puts the phone back to “original”.
Which device(s) are you considering?
For a Samsung you might check here What is a stock ROM and how do I get one?