Lossless compression can be a very safe first step in reducing image sizes. I came across this comparison of lossless PNG compression tools, and I was surprised at the range of results. While no one single tool ranked first in all of the tests, it does show that there are some ( like ZopfliPNG ) that do a good job most of the time.