Before you try to become the Howard Schultz of soap, go check out craft stores, farmers markets, ebay and craigslist. Making boutique soaps is a very popular hobby similar to the candle craze and scrapbooking.
Loads of amazing soap shops on Etsy.com - even bacon-scented if you want the dog to love you.