No you don't, but as a "small business," I doubt you have a lot of haggling power. Tell them you sell things on eBay as a sole proprietorship for your business. I told them I sell digital art on the internet (internet type business). You don't need tax exempt status, but then you still have to pay tax. Instead of giving your tax id, you have to give your SS#.