Dealers were quite helpful and gave good advice, provided good recommendations and often had second hand or demo gear to buy. I suggest that those who are entering the playing field rely upon brick and mortar dealerships if nearby, not exclusively, but certainly as a (usually) solid ally.
Catalogue/online shopping is completely guesswork; you have NO idea how it will work out in your system. As a reviewer, I strongly suggest you learn the personality and preferences of the reviewer before you take their advice/recommendation! If you do not align yourself with a reviewer who hears similar to you, then you can have some real fun when you buy a product that was all that to the reviewer, and not so much for you.
Best advice, attend a show, or better yet, several shows. I spent as much as a nice vacation for two attending shows because I was serious about building a better rig and wanted to judge in person the products. Some of the best money I have ever spent in audio. It allowed me to be the judge on hundreds of products, to narrow down my field of winners and select the ones I would focus on. Even better, it allowed me to eliminate dozens of products that were not right for me, that I would have no way of ascertaining from a distance. I certainly would suffer wearing a mask for 3 days to find exceptional equipment. No mask wearing needed when you are in your home with the sweet system you built! :)