We develop an algebraic underpinning of backtracking monad transformers in the general setting of monoidal categories. As our main technical device, we introduce Eilenberg-Moore monoids, which combine monoids with algebras for strong monads. We show that Eilenberg-Moore monoids coincide with algebras for the list monad transformer ('done right') known from Haskell libraries. From this, we obtain a number of results, including the facts that the list monad transformer is indeed a monad, a transformer, and an instance of the MonadPlus class. Finally, we construct an Eilenberg-Moore monoid of endomorphisms, which, via the codensity monad construction, yields a continuation-based implementationà la Hinze.