Guide
What is deep research AI?
Deep research AI investigates a question across sources and returns structured findings with citations — different from single-turn chat answers.
Author: ResearchAO Editorial · Published 2026-06-15 · Updated 2026-08-02
A working definition
Deep research AI systems take an open-ended question, explore multiple public sources, and produce a structured synthesis — typically with citations — rather than a single speculative paragraph. The goal is a usable research artifact: findings, context, and links you can verify.
How it differs from chat Q&A
- Emphasis on multi-source investigation, not one completion
- Outputs shaped as reports or briefs with sections
- Citations that support (and constrain) claims
- Often paired with effort levels that trade depth for cost
Where ResearchAO fits
ResearchAO is a deep research platform for the web app, schedules, and the Deep Research API. Positioning is scheduled, repeatable, and API-first — so the same research work can run on demand or on a cadence.
What deep research is not
It is not a guarantee of truth, not a substitute for primary documents or expert review, and not (in ResearchAO's case) a keyword rank tracker or legal database. Treat reports as starting points with sources attached.
Next steps
Start deep research today
Run research in the web app, on a schedule, or through the API — plans from €5.99/month.