Deep research is ChatGPT doing the homework. You describe a question, it proposes a plan, then it searches and reads widely, and after a while it hands you a structured report with citations that you can download.
It is slower than web search and plans include a limited number of runs per month, so save it for questions where a proper answer is worth the wait. On Business it can also read from connected apps, read-only.