I agree with the above poster.
But I will say that I was in a similar spot as you and ended up putting down the deposit for my NJ studio without ever seeing it first (flights from TX were crazy expensive and I was going away on vacation very soon). I ended up lucking out as I absolutely love my apartment and neighborhood, but that’s just my own experience.
Definitely try to swing the cost, but if you can’t, look on as many reviews sites as you can (Google, Apartments, ApartmentGuide, Rent, ApartmentRatings, Yelp, etc.) to get a good overall picture of your place. The comments will vary widely across platforms.