I asked a related question recently, Explain how (or if) a box full of photons would weigh more due to massless photons. Both of our questions are concerned with the accounting for physical properties when a photon is in-flight.
The transmitter is pushed back as the photons are emitted. A given force $F$ comes from the laser at all times it is on, which can be calculated from the momentum (addressed in other answers). If the laser is on, pointing in a single direction for a given time $t$, a quantifiable impulse is imparted to the laser apparatus.
Mass-Energy Balance
The challenging part comes when you consider that the laser apparatus (obviously including the energy source) looses mass through this process. If you take the laser apparatus to be at rest, no energy is imparted to it since power is force times the velocity $P=F v$, and $v=0$. That means that all mass that leaves the laser apparatus system ($\Delta m$) is accounted for by energy in the laser beam.
$$E=\Delta m c^2 = N p c$$
$N$ is the number of photons emitted in $t$ time.
Center of Mass (CM) and Net Velocity
Now consider an even more challenging component - the center of mass of the total system. Consider the laser and connected devices to be at some point A, isolated in empty space. Then consider that the laser fires directly toward another heavy isolated system in empty space B for time $t$. Take the distance between them to be $d$ and assume that $d>>c t$. That assumption is to make the beam like a "batch" single emission. The A system is moving away from B after it is fired. Both A and B are at rest before firing, $m_A=m_B$, and the system including both masses, system AB, has a CM at $d/2$.
If you include the photon in your definition of system AB after firing but before absorption by B, the system MUST have a net velocity of zero and the CM must not move. This is an extremely challenging concept, and to the extent of my understanding, you must simply consider the photon's relativistic mass. it has no rest mass, but the location of the photons must have some weighting in calculation of the system CM for the typical principles to still hold, this is $m=\frac{N h}{\lambda c}$. The momentum of the photons balance the recoil momentum of system A, and the position of the photon balances the recoil movement of system A. In this way, the photon is very very similar to if the process were instead a bullet. The main difference is that it has no rest mass and moves at the constant speed of light.