Automation library · Research and reporting

Generate fact-checked research reports with Bright Data

Started by someone submitting a form, and works across Gmail and Google Sheets. It hands the judgement calls to Gemini and OpenAI. 18 steps: a working afternoon to understand properly.

MediumCalls a model: Gemini, OpenAI

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18 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 6Logic 7Service 4

The steps in the order they run, from what starts it.

  1. 1When Research RequestedForm triggerStarts it
  2. 2OpenAI GPT-5.6 Luna PlannerLm Chat Open AiModel
  3. 3Gemini Model for WritingLm Chat Google GeminiModel
  4. 4OpenAI GPT-5.6 Terra AuditorLm Chat Open AiModel
  5. 5Set Research ParametersSetLogic
  6. 6Plan Sub-Queries ExtractionInformation ExtractorModel
  7. 7Compose Research ReportChain LlmModel
  8. 8Verify Claims in ReportInformation ExtractorModel
  9. 9Split Sub-QueriesSplit OutLogic
  10. 10Combine Audit and ReportCodeLogic
  11. 11Post to Bright Data SERP APIHttp RequestService
  12. 12Send Report via EmailGmailService
  13. 13Append Log to SheetsGoogle SheetsService
  14. 14Extract and Deduplicate URLsCodeLogic
  15. 15Limit to Max SourcesLimitLogic
  16. 16Post to Web Unlocker APIHttp RequestService
  17. 17Clean HTML and Prepare TextCodeLogic
  18. 18Aggregate to Create CorpusAggregateLogic

How it's built

Starts on
Someone submitting a form
Steps
18
Size
Medium: a working afternoon
Connects to
Gmail, Google Sheets
Model
Gemini, OpenAI

Questions

What does it need to run?

An n8n account, plus your own Gmail and Google Sheets accounts, and a key for Gemini and OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

Does it use AI?

Yes. It calls Gemini and OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 18 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 18 steps before you point it at anything that matters.