Is anyone else confused about tax credits?

I’ve been diving into tax info for my small business, and I keep coming across mentions of tax credits but really don’t know where to start. I know they can lower your tax bill, but figuring out which ones apply to me feels overwhelming. It seems like there are credits for everything these days! Have any of you had experience with them? Are there specific credits that you think are particularly beneficial for small business owners or traders? Any tips on how to navigate this or resources that helped you would be super appreciated. Just trying to wrap my head around it all before tax season rolls in!