The integral $\int_0^\infty e^{i\alpha x}\,dx$ fails to converge as an improper Riemann integral or a Lebesgue integral.
However, the symbol "$\displaystyle \int_0^\infty e^{i\alpha x}\,dx$" may be interpreted as the Fourier Transform of the Heaviside (unit step) function, which is a distribution (or generalized function).
In that case, we can write See here for an explanation
$${\int_0^\infty e^{i\alpha x}\,dx=\mathscr{F}\{H\}(\alpha)=\text{PV}\left(-\frac{1}{i\alpha}\right)+\pi \delta(\alpha)}$$
where $\delta(\alpha)$ is the Dirac Delta.
Note that the regularization discussed in Francesco's answer, leads to
$$\lim_{\varepsilon\to 0^+} \int_0^\infty e^{i(\alpha +i\varepsilon)x}\,dx=\lim_{\varepsilon\to 0^+} \frac{1}{\varepsilon-i\alpha} \tag 1$$
And in THIS ANSWER, I showed that the limit, $\lim_{y\to 0^+}\frac{1}{x+iy}$, is given in distribution by
$$\lim_{y\to 0^+}\frac{1}{x+iy}\sim \text{PV}\left(\frac1x\right)-i\pi \delta(x)\tag 2$$
where $\delta(x)$ it the Dirac Delta.
Applying the result in $(2)$ to $(1)$ reveals
$$\bbox[5px,border:2px solid #C0A000]{\lim_{\varepsilon\to 0^+} \int_0^\infty e^{i(\alpha +i\varepsilon)x}\,dx\sim \text{PV}\left(-\frac{1}{i\alpha}\right)+\pi \delta(\alpha)}$$
as expected!