Collective intelligence utilizes the combined contributions and insights of multiple individuals on the web. As more people add content to sites like Wikipedia, Last.fm, Flickr, and Twitter, these sites become more valuable resources of information for other users. However, collective intelligence also has limitations in terms of size, where interactions can become too difficult beyond a small number of users, and distance, where individuals need to be in close proximity to contribute and understand the full picture. When many sources provide different information about a brand or product, it can lead to consumer confusion.