Generate fact-checked research reports with Llama AI and Web search
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Who’s it for
This template is designed for creators, researchers, freelance writers, founders, and automation professionals who want a reliable way to generate structured, citation-backed research content without doing manual data collection. Anyone creating blog posts, reports, briefs, or research summaries will benefit from this system.
What it does
This workflow turns a simple form submission into a complete research pipeline. It accepts a topic, determines what needs to be researched, gathers information from the web, writes content, fact-checks it against the collected sources, edits the draft for clarity, and compiles a final report. It behaves like a small agentic research team inside n8n.
How it works
A form collects the research topic, depth, and desired output format.
A research agent generates focused search queries.
SERP API retrieves real-time results for each query.
The workflow aggregates and structures all findings.
A writing agent creates the first draft based on the data.
A fact-checking agent verifies statements against the sources.
An editor agent improves tone, flow, and structure.
A final review agent produces the completed research document with citations.
This workflow includes annotated sticky notes to explain each step and guide configuration.
Requirements
- Groq API key for running the Llama 3.3 model.
- SERP API key for performing web searches.
- An n8n instance (cloud or self-hosted).
- No additional dependencies are required.
How to set up
- Add your Groq and SERP API credentials using n8n’s credential manager.
- Update the form fields if you want custom depth or output formats.
- Follow the sticky notes for detailed configuration.
- Run the workflow and submit a topic through the form to generate your first research report.
How to customize
- Replace the writer agent with a different model if you prefer a specific writing style.
- Adjust the number of search queries or SERP results for deeper research.
- Add additional steps such as PDF generation, sending outputs to Notion, or publishing to WordPress.
- Modify the form to suit industry-specific content needs.