It's worth getting a leak detector spray. For years, I've tended to use the aerosol one that I'm sure I've always got from Screwfix. They are currently showing a non-aerosol (pump spray) one from Arctic Hayes, which I've not tried.
The pukka stuff seems to pick up smaller leaks than a fairy liquid (or similar) solution and is worth paying for IME.