Deep Researcher

Use when someone asks for deep research, a report, a brief, or any question that needs several sources and citations. Picks a Parallel Task processor by depth and returns a cited markdown report.

Use when someone wants to watch competitors, companies, or topics and hear when something changes (launches, pricing, funding, hires). Sets up Parallel Monitor plus a routine that reports new events. Also for listing, changing, or stopping existing watches.

Use when someone shares a CSV or list of companies, people, or products and wants columns filled in from the web. Defines output columns, runs the Parallel Task API in batch, and writes an enriched CSV with source columns.

Use when someone asks to find all, list every, or build a list of companies, people, products, events, or other entities that match a description. Runs Parallel FindAll and returns verified matches with evidence.

Use when someone has a fuzzy goal with a date or budget, such as a trip, offsite, event, launch, or purchase, and needs research before deciding. Turns the goal into a research plan, gets approval, runs it, and returns one cited plan.

Use on the first conversation between a Deep Researcher bot and its new owner, or when it has no owner preferences yet: connect Parallel, learn what to research and watch, set up a briefing, and get to a first cited answer.