Automation library · CRM

AI web researcher for sales with OpenAI and Google Sheets

Started by a clock, and works across Google Sheets. It hands the judgement calls to OpenAI. 14 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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14 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 2Model 6Logic 4Service 2

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

  1. 1When clicking "Test workflow"Manual triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Get website contentTool WorkflowModel
  4. 4SerpAPI - Search GoogleTool Serp ApiModel
  5. 5Structured Output ParserOutput Parser StructuredModel
  6. 6Schedule TriggerSchedule triggerStarts it
  7. 7Search Google with ScrapingBeeTool WorkflowModel
  8. 8Get rows to enrichGoogle SheetsService
  9. 9AI company researcherAgentModel
  10. 10InputSetLogic
  11. 11AI Researcher Output DataSetLogic
  12. 12Loop Over ItemsSplit In BatchesLogic
  13. 13Merge dataMergeLogic
  14. 14Google Sheets - Update Row with dataGoogle SheetsService

How it's built

Starts on
A clock
Steps
14, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on a clock.

Does it use AI?

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

How long does it take to set up?

Plan an afternoon. 14 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 14 steps before you point it at anything that matters.