diff --git a/internal/base/base.go b/internal/base/base.go
index d14cc40..2fae65c 100644
--- a/internal/base/base.go
+++ b/internal/base/base.go
@@ -19,6 +19,7 @@ const (
 	processedPrefix = "asynq:processed:"             // STRING - asynq:processed:<yyyy-mm-dd>
 	failurePrefix   = "asynq:failure:"               // STRING - asynq:failure:<yyyy-mm-dd>
 	QueuePrefix     = "asynq:queues:"                // LIST   - asynq:queues:<qname>
+	AllQueues       = "asynq:queues"                 // SET
 	DefaultQueue    = QueuePrefix + DefaultQueueName // LIST
 	ScheduledQueue  = "asynq:scheduled"              // ZSET
 	RetryQueue      = "asynq:retry"                  // ZSET
diff --git a/internal/rdb/rdb.go b/internal/rdb/rdb.go
index 39bbd1d..f2db220 100644
--- a/internal/rdb/rdb.go
+++ b/internal/rdb/rdb.go
@@ -48,7 +48,12 @@ func (r *RDB) Enqueue(msg *base.TaskMessage) error {
 		return err
 	}
 	key := base.QueueKey(msg.Queue)
-	return r.client.LPush(key, string(bytes)).Err()
+	script := redis.NewScript(`
+	redis.call("LPUSH", KEYS[1], ARGV[1])
+	redis.call("SADD", KEYS[2], KEYS[1])
+	return 1
+	`)
+	return script.Run(r.client, []string{key, base.AllQueues}, string(bytes)).Err()
 }
 
 // Dequeue queries given queues in order and pops a task message if there
diff --git a/internal/rdb/rdb_test.go b/internal/rdb/rdb_test.go
index bb29aef..4e34785 100644
--- a/internal/rdb/rdb_test.go
+++ b/internal/rdb/rdb_test.go
@@ -29,12 +29,18 @@ func setup(t *testing.T) *RDB {
 
 func TestEnqueue(t *testing.T) {
 	r := setup(t)
+	t1 := h.NewTaskMessage("send_email", map[string]interface{}{"to": "exampleuser@gmail.com", "from": "noreply@example.com"})
+	t2 := h.NewTaskMessage("generate_csv", map[string]interface{}{})
+	t2.Queue = "csv"
+	t3 := h.NewTaskMessage("sync", nil)
+	t3.Queue = "low"
+
 	tests := []struct {
 		msg *base.TaskMessage
 	}{
-		{h.NewTaskMessage("send_email", map[string]interface{}{"to": "exampleuser@gmail.com", "from": "noreply@example.com"})},
-		{h.NewTaskMessage("generate_csv", map[string]interface{}{})},
-		{h.NewTaskMessage("sync", nil)},
+		{t1},
+		{t2},
+		{t3},
 	}
 
 	for _, tc := range tests {
@@ -42,17 +48,21 @@ func TestEnqueue(t *testing.T) {
 
 		err := r.Enqueue(tc.msg)
 		if err != nil {
-			t.Errorf("(*RDB).Enqueue = %v, want nil", err)
-			continue
+			t.Errorf("(*RDB).Enqueue(msg) = %v, want nil", err)
 		}
-		gotEnqueued := h.GetEnqueuedMessages(t, r.client)
+
+		qkey := base.QueueKey(tc.msg.Queue)
+		gotEnqueued := h.GetEnqueuedMessages(t, r.client, tc.msg.Queue)
 		if len(gotEnqueued) != 1 {
-			t.Errorf("%q has length %d, want 1", base.DefaultQueue, len(gotEnqueued))
+			t.Errorf("%q has length %d, want 1", qkey, len(gotEnqueued))
 			continue
 		}
 		if diff := cmp.Diff(tc.msg, gotEnqueued[0]); diff != "" {
 			t.Errorf("persisted data differed from the original input (-want, +got)\n%s", diff)
 		}
+		if !r.client.SIsMember(base.AllQueues, qkey).Val() {
+			t.Errorf("%q is not a member of SET %q", qkey, base.AllQueues)
+		}
 	}
 }