Make sure you entered in an actual search term, e.g.: Clicky. If you just copy paste the Twitter search URL, that won't work. We don't use the web URL to find search results, we use the Twitter API, and for that we only need the search term itself you want to monitor.

Follow these instructions to ensure you are setting up a search properly.