Abstract Occupancy models have been extended to account for either multiple spatial scales or species interactions in a dynamic setting. However, as interacting (e.g., predators and prey) often operate at different scales, including nested structure might be especially relevant of species. Here we bridge these two model frameworks by developing multi-scale, two-species occupancy model. The is d...