Your question is an excellent one, though I am late to the party by 10 years, maybe you have a chance to read it.
Let's first look at classical mechanics. It was widely successful because it made predictions, and those predictions turned out to be true. I include Einstein into the classical side, as I view it as an extension.
Have a look at the moon landings. This was based on classical mechanics, and it predicted the future by almost a week. “Landing a man on the moon and returning him safely to earth”.
This is impressive, no doubt, and alongside a plethora of other impressive things, classical mechanics did establish the reputation of physics.
To put this short: The models make predictions and the observations match.
But then, when scales got smaller, suddenly the predictions failed. The Stern-Gerlach experiment is one, the double-slit experiment another, there were more. The observations were simply consistently different from the predictions.
Now you have a situation where you have a starting state and observations leading to an end state. You can do mathematical calculations on the system that leads from one state to another. Physicists did exactly this, and this leads to superposition (as part of the whole system) as the only possibility that we currently know that makes reliable predictions.
These predictions are just as powerful as the classical mechanics in their realm. Numerous technical inventions have been made from it, including (the list is not exhaustive) the tunnel diode, the laser, and the CD.
But it is a mathematical model that transforms one state over time into another, and that fits the observations. As for now, superposition does the job, so nobody bothers to seek alternatives. But you can not fully exclude a mathematical model that does the same job but does not need superposition.
However, there is one point that will never go away: It is the difference to the predictions of classical mechanics that triggered the search for other models at small scales. In other words, there is no quantum mechanical model without a valid classical model. For example, if you make calculations on flying to Alpha Centauri in 2 seconds (which you can easily do, paper doesn't blush) and then observe that there is a difference to the prediction. This will not allow you to conclude flying to Alpha Centauri above the speed of light must be a quantum mechanical effect.