Goat's Milk Charcoal Soap Recipe. Easily make goat's milk charcoal soap by following these step-by-step instructions. You will feel fresh and clean with this terrific activated charcoal soap recipe. We use this particular bar soap for face soap, as well as a hand soap, and love it.