diff --git a/provider/docker/docker.go b/provider/docker/docker.go
index b2128bbfc..6ecbc775d 100644
--- a/provider/docker/docker.go
+++ b/provider/docker/docker.go
@@ -542,6 +542,9 @@ func (p *Provider) getFrontendRule(container dockerData) string {
 	if label, err := getLabel(container, "traefik.frontend.rule"); err == nil {
 		return label
 	}
+	if labels, err := getLabels(container, []string{"com.docker.compose.project", "com.docker.compose.service"}); err == nil {
+		return "Host:" + p.getSubDomain(labels["com.docker.compose.service"]+"."+labels["com.docker.compose.project"]) + "." + p.Domain
+	}
 	if len(p.Domain) > 0 {
 		return "Host:" + p.getSubDomain(container.ServiceName) + "." + p.Domain
 	}
diff --git a/provider/docker/service_test.go b/provider/docker/service_test.go
index 46749c553..a5f03b8fb 100644
--- a/provider/docker/service_test.go
+++ b/provider/docker/service_test.go
@@ -133,7 +133,7 @@ func TestDockerGetServiceFrontendRule(t *testing.T) {
 	}{
 		{
 			container: containerJSON(name("foo")),
-			expected:  "Host:foo.",
+			expected:  "",
 		},
 		{
 			container: containerJSON(labels(map[string]string{