Sorry, I'm not a web dev. Couldn't the previous search string be stored in a cookie instead of the query string? That way it's still sent with the first request

Sorry, I'm not a web dev. Couldn't the previous search string be stored in a cookie instead of the query string? That way it's still sent with the first request but it isn't visible in the URL.