I've had this issue in the past and I believe I redeployed a random domain name, then removed it and deployed the actual sandbox store domain name per a previous user's suggestion. I also had one instance where I left on vacation before resolving, and when I came back it just worked lol.
If that doesn't work, might be support ticket worthy?