Deep research is a feature where an AI agent reads many web sources and writes a detailed report with citations.
Example
You ask about funding options for solar panels and get a report with links after a few minutes.
For pros
Technically it is a longer agent loop of searching, reading and summarising. Several providers offer such features. Check the linked sources yourself: reports can misquote sources, use outdated pages or paper over gaps.