Two suspects with shotguns barged into the store and made off with an unknown amount of cash.
Authorities said the suspects fled in a silver vehicle, possibly a Kia, before deputies arrived.
No injuries were reported.
If you have any information regarding this crime, you're urged to contact Coachella police at (650) 836-3215.
City News Service contributed to this report.