I believe you can only get Bound Bow from a specific bandit camp or something.

Looking into it, no apparently there is a guaranteed drop in Fort Amol (which is where I typically get it), but a few merchants do sell it: Calcelmo (Markarth), Phinis Gestor (Mage's College), and Falion (Morthal).