Let $f$ be a differentiable scalar field on an $n$-dimensional Riemannian manifold $X$ without critical points, i.e. $\nabla f \neq 0$ everywhere on $X$. (Assuming $X$ has properties as required to admit such a field.) Then, by the Frobenius Theorem, the integral curves of $\nabla f$ form a regular foliation on $X$.
My question: Do the levelsets, i.e. the fibers of $f$ also form a regular foliation on $X$, i.e. with codimension $1$ that is transversal to the foliation given by the integral curves of $\nabla f$?
Intuitively I would think this is trivially true. However I would like to know a proper statement, theorem or simple proof that justifies this assumption. Also required properties of $X$ would be good to know, i.e. besides admitting $f$ as described.
Background: I am asking this while reasoning about my related question Homotopy of integral curves of a gradient field preserves levelsets (?) I think this is a core ingredient to answer at least some part of that question. Specifically, I think that the regions $U_j$ mentioned in that question are manifolds on which $f$ has no critical points. If the levelsets of $f$ would form a foliation of each $U_j$ this would justify assumption (4) from that question I suppose.