However, one takeaway for me was that when it comes to talk therapy, some of it is evidence-based, scientific, and backed by high quality studies, however most of what's out there is not. Cognitive behavioral therapy (CBT) has good evidence of efficacy and so do maybe a few other techniques - Googling "evidence based therapy" is a good way to start going down the rabbit hole. It's not that hard to learn how to do CBT, at first with a professional, and eventually on your own.
Once you progress past the evidence-based stuff, IMHO you're basically just talking to a (hopefully) wise friend who you trust, which is great and might work similar to placebo, but also $200/hr and has the potential to medicalize stuff that doesn't need to be medicalized, so your time and money may be better spent building connections with other people (support groups, plain ol' friends etc).
So my point here is I think as long as you understand its limitations therapy is great. If someone is unambiguously suicidal they should probably be put on drugs plus talk therapy and then weaned off the drugs as it becomes clear they are no longer a risk to themselves, since the alternative is they die.