Are there any jewelry wholesale stores online?

yes, there are many jewelry wholesalers online, but you have to beware that what you are ordering is what they claim it to be. It's always wise to check if you can return unwanted items, and what the minimum order is.
The Top 5 Would be Teeda, Arvino Online, SidneyImports, Silver Depot, Silvex