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Collect LinkedIn profiles with AI processing using SerpAPI, OpenAI, and NocoDB

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Collect LinkedIn profiles with AI processing using SerpAPI, OpenAI, and NocoDB preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

What problem does this solve? It fetches LinkedIn profiles for a multitude of purposes based on a keyword and location via Google search and stores them in an Excel file for download and in a [Noco...

Best for

  • Lead Generation automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.manualtrigger, n8n-nodes-base.httprequest, n8n-nodes-base.set, n8n-nodes-base.stickynote, n8n-nodes-base.converttofile, n8n-nodes-base.splitout, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.merge

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Askan.

Original n8n.io source

1.1 Workflow description

Title
Collect LinkedIn profiles with AI processing using SerpAPI, OpenAI, and NocoDB
Workflow name
Collect LinkedIn profiles with AI processing using SerpAPI, OpenAI, and NocoDB

What problem does this solve?

It fetches LinkedIn profiles for a multitude of purposes based on a keyword and location via Google search and stores them in an Excel file for download and in a NocoDB database. It tries to avoid using costly services and should be n8n beginner friendly. It uses the serpapi.com to avoid being blocked by Google Search and to process the data in an easier way.

What does it do?

  • Based on criteria input, it searches LinkedIn profiles
  • It discards unnecessary data and turns the follower count into a real number
  • The output is provided as an Excel table for download and in a NocoDB database

How does it do it?

  • Based on criteria input, it uses serpAPI.com to conduct Google search of the respective LinkedI profiles
  • With OpenAI.com the name of the respective company is being added
  • With OpenAI.com the follower number e.g., 300+ is turned into a real number: 300
  • All unnecessary metadata is being discarded
  • As an output an Excel file is being created
  • The output is stored in a nocodb.com table

Step-by-step instruction

  1. Import the Workflow: Copy the workflow JSON from the "Template Code" section below. Import it into n8n via "Import from File" or "Import from URL".

  2. Set up a free account at serpapi.com and get API credentials to enable good Google search results

  3. Set up an API account at openai.com and get API key

  4. Set up a nocodb.com account (or self-host) and get the API credentials

  5. Create the credentials for serpapi.com, opemnai.com and nocodb.com in n8n.

  6. Set up a table in NocoDB with the fields indicated in the note above the NocoDB node

  7. Follow the instructions as detailed in the notes above individual nodes

  8. When the workflow is finished, open the Excel node and click download if you need the Excel file

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Manual Trigger

Type / Role
n8n-nodes-base.manualTrigger - manualTrigger
Config choices
Version 1

Block 2 - Google search w/ SerpAPI

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 3 - Edit Fields

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 4 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 5 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 6 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 7 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 8 - Discard meta data

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 9 - LinkedIn profiles in Excel for download

Type / Role
n8n-nodes-base.convertToFile - convertToFile
Config choices
Version 1.1

Block 10 - Sticky Note12

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 11 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 12 - Sticky Note10

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 13 - Sticky Note13

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 14 - Sticky Note14

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 15 - Search parameter

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 16 - Turn search results into individual items

Type / Role
n8n-nodes-base.splitOut - splitOut
Config choices
Version 1

Block 17 - Company name & followers

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

Block 18 - Generate final data via merge

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.1

Block 19 - Sticky Note5

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 20 - Sticky Note9

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - Sticky Note11

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 22 - Store data in a NocoDB table

Type / Role
n8n-nodes-base.nocoDb - nocoDb
Config choices
Version 3

Block 23 - Sticky Note15

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Collect LinkedIn profiles with AI processing using SerpAPI, OpenAI, and NocoDB
Complexity advanced
Nodes 23
Categories Lead Generation, AI Summarization
Author Askan
Published 07 May 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/3920/3920.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Collect LinkedIn profiles with AI processing using SerpAPI, OpenAI, and NocoDB do?

What problem does this solve? It fetches LinkedIn profiles for a multitude of purposes based on a keyword and location via Google search and stores them in an Excel file for download and in a [Noco...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Generation, AI Summarization use case.