diff --git a/src/autoreplace_gui.cpp b/src/autoreplace_gui.cpp
index 4c6ace490b..ba60f74c35 100644
--- a/src/autoreplace_gui.cpp
+++ b/src/autoreplace_gui.cpp
@@ -347,7 +347,8 @@ public:
 				DropDownList *list = new DropDownList();
 				for (RailType rt = RAILTYPE_BEGIN; rt != RAILTYPE_END; rt++) {
 					const RailtypeInfo *rti = GetRailTypeInfo(rt);
-
+					/* Skip rail type if it has no label */
+					if (rti->label == 0) continue;
 					list->push_back(new DropDownListStringItem(rti->strings.replace_text, rt, !HasBit(c->avail_railtypes, rt)));
 				}
 				ShowDropDownList(this, list, sel_railtype, RVW_WIDGET_TRAIN_RAILTYPE_DROPDOWN);
diff --git a/src/toolbar_gui.cpp b/src/toolbar_gui.cpp
index a70a791285..5b67932081 100644
--- a/src/toolbar_gui.cpp
+++ b/src/toolbar_gui.cpp
@@ -628,6 +628,8 @@ static void ToolbarBuildRailClick(Window *w)
 	DropDownList *list = new DropDownList();
 	for (RailType rt = RAILTYPE_BEGIN; rt != RAILTYPE_END; rt++) {
 		const RailtypeInfo *rti = GetRailTypeInfo(rt);
+		/* Skip rail type if it has no label */
+		if (rti->label == 0) continue;
 		list->push_back(new DropDownListStringItem(rti->strings.menu_text, rt, !HasBit(c->avail_railtypes, rt)));
 	}
 	ShowDropDownList(w, list, _last_built_railtype, TBN_RAILS, 140, true, true);