If a product page is being removed, it's worth implementing a 301 redirect, so visitors are directed either to their replacement model or back into category pages. Consider leaving expired products live if they retain search volume for keywords that may be missed when these items disappear from Google altogether. You might also miss out on informing users and directing them towards new offerings