The setup of a bluetooth speaker on a Pi Zero W is pretty touchy.
Please get in touch via Twitter @actuino or http://www.actuino.fr/ if you've got comments or improvements to this quick draft.
- Use a solid power source
- check the speaker works on another hardware (android phone f.i.)
- make sure you've updated your Raspbian, install and run rpi-update just in case.