What Should I Know Before Choosing Top Publishing Companies?

I’m researching top publishing companies for a book project and want to hear from people with real experience. How did you compare publishers, and what factors mattered most beyond reputation? I’m especially interested in honest feedback about contracts, communication, editing, distribution, and author support. What questions should a new author ask before deciding, and what warning signs should they watch for?