The following exercise comes from Keti Tenenblat's introductory text on differential geometry. It asks:
Let $F: \mathbb {R}^2 \rightarrow \mathbb {R}$ be a differentiable function. Let $(x_0, y_0) \in \mathbb {R}$ be such that $F (x_0, y_0) = 0$ and $F_x^2 (x_0, y_0) + F_y^2 (x_0, y_0) \neq 0$. Show that the set of points $(x, y) \in \mathbb {R}^2$ which are close* to $(x_0, y_0)$ such that $F (x, y) = 0$ is the tracing of a regular curve.
Here is what I've tried: consider that the set of points which satisfy $F (x, y) = 0 $ is parameterized by a function $\alpha: I \rightarrow \mathbb {R}^2 $ such that $F (x, y) = F (x (t), y (t)) = F (\alpha (t)) = 0$. Taking the derivative of $F $ w.r.t. $t $, we get $$ \frac {dF}{dt} = \nabla F \bullet \alpha'(t). $$
Since $F $ is identically zero for all of the parametrized points, we have $$ \nabla F \bullet \alpha'(t) = 0 \Rightarrow x'(t) F_x = - y'(t) F_y . $$
Now, since we have assumed the gradient of $F $ to be nonzero, we have that this equation holds if $\nabla F $ is orthogonal to $\alpha'(t) $, or $\alpha'(t) $ is identically 0. But proving that it is not zero is exactly what I want, and I don't really see anything else to consider.
What would make me draw the conclusion that $\alpha'(t) $ is not zero? What have I missed?