If you want to use
pip3 with your Anaconda Python 3 installation, you can copy
[Python 3]/Scripts/ to
pip3-script.py in the same folder. These will then show up in your PATH, so running
pip3 install [x] will now work, and running
pip install [x] will still work for your Python 2 installation.
(Thanks to Neil D. for the tip!)