This tool recommends songs that you have never scrobbled.
Songs to use:
Choosing a higher number makes your recommendations more accurate, but uses much more CPU. Leaving it at 50 songs is usually sufficient.
Similar tracks of your top songs
Recommendations are calculated based on how many times a track is noted to be similar to those in your library.
Popular tracks similar to your top songs
Recommendations are calculated based on which tracks are most popular and similar to those in your library.
Top tracks of your neighbors
Recommendations are calculated based on what your closest neighbors listen to.
Your last.fm username:
Written by Kevin Wang, original idea by Aiman Ashraf.