The group opposes the location in southwest Bend believing it will create traffic and parking headaches for neighbors.
Bend City Councilor Jodie Barram says the council will decide whether they will hear the appeal Wednesday.
"Me personally, I can't speak on behalf of the council, but I think the community would like the city counci to hear it and that's where I'm leaning. We'll have that conversation and come to the decision as a group."
If the council decides to hear the appeal, they will schedule a hearing in the coming weeks.
If they decide not to, the group can then directly appeal to LUBA, the State Land Use Board of Appeals.