You can't completely prevent the browser from sending the request—after all, it needs to figure out whether to block the website from reading the response.
However, browsers will first send a preflight request for non-simple requests before sending the actual request. If the DDOS were effective because the search operation was expensive, then the blog could put search behind a non-simple request, or require a valid CSRF token before performing the search.