diff --git a/xarray/core/alignment.py b/xarray/core/alignment.py
index d201e3a613f..1bdbf9c890e 100644
--- a/xarray/core/alignment.py
+++ b/xarray/core/alignment.py
@@ -927,8 +927,8 @@ def _get_broadcast_dims_map_common_coords(args, exclude):
         for dim in arg.dims:
             if dim not in common_coords and dim not in exclude:
                 dims_map[dim] = arg.sizes[dim]
-                if dim in arg.coords:
-                    common_coords[dim] = arg.coords[dim].variable
+                if dim in arg.xindexes:
+                    common_coords.update(arg.xindexes[dim].create_variables())
 
     return dims_map, common_coords
 
diff --git a/xarray/tests/test_dataset.py b/xarray/tests/test_dataset.py
index 25adda2df84..f5ed5e763a9 100644
--- a/xarray/tests/test_dataset.py
+++ b/xarray/tests/test_dataset.py
@@ -2331,6 +2331,18 @@ def test_broadcast_misaligned(self):
         assert_identical(expected_x2, x2)
         assert_identical(expected_y2, y2)
 
+    def test_broadcast_multi_index(self):
+        # GH6430
+        ds = Dataset(
+            {"foo": (("x", "y", "z"), np.ones((3, 4, 2)))},
+            {"x": ["a", "b", "c"], "y": [1, 2, 3, 4]},
+        )
+        stacked = ds.stack(space=["x", "y"])
+        broadcasted, _ = broadcast(stacked, stacked.space)
+
+        assert broadcasted.xindexes["x"] is broadcasted.xindexes["space"]
+        assert broadcasted.xindexes["y"] is broadcasted.xindexes["space"]
+
     def test_variable_indexing(self):
         data = create_test_data()
         v = data["var1"]