Try using google trends to find and piece together a trending niche. Keep in mind that it won't tell you exactly what the niche is but bits and pieces that you can piece together. Think thematic similarity. Here's an interesting article on google trends:
http://www.highrevenue.com/uncategor...g-google-trend http://www.highrevenue.com/free-webs...-google-trends