Sure, but my preference for being solely with brunettes is not as strong as my preference for being solely with straight people, so the deception is not equal in its merited response. Perhaps this is bigoted, but I’m sincerely interested in your conviction.
Feel free to exclude based on physical criteria common in trans people, be it from masculine features, to larger frames to a set of genitals you're not attracted to, but "trans people" as category is way to broad. Because they can functionally be cis women. Unless you have a breeding fetish I guess.
Insisting on a separate category feels like people are holding on to bioessentialist feeling that trans women must be men, which would make a cis man gay. Pair that with toxic masculinity and you have one of the reasons for violence particularly against trans women.
(I have no personal stake at this, like many trans people I mostly date other trans people, less complicated and your partner has less of a hard time relating to you)
Best of luck!
It's probably still the right thing to do, purely because the trans panic defense is still a thing and it would be unsafe, but I see no moral obligation here.
However if a person driving a Ferrari wearing a 5k suit and a 50k watch asks someone on a date, that person may be under the impression that they are going on a date with a rich person and that they will not be going to McDonald's.
I'm not saying that there is anything wrong with taking your date to McDonald's. Plenty of people love McDonald's. But it is not the same thing and that date may not go well.