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TopSourcer - Finds LinkedIn Profiles using natural language

Configured with Chat Trigger, Google Sheets, HTTP Request, Open Ai, and additional nodes. Review the connections and setup before adapting this template.

Workflow preview
WaitWaitWaitTriggerWhen chat messagereceivedChat TriggerData storeCreate a new sheetGoogle SheetsData storeAdd columns to newsheetGoogle SheetsCodeset page number forgoogle searchCodeCodeExtracts all linkedinurls from the google…CodeWeb / APIGoogle Boolean SearchHTTP RequestAI & modelsGenerate a BooleanSearch StringOpen AiRoutingIf desired results notreachedIfData storeAppends the results tothe sheetGoogle SheetsCodeAdds 10 to start - Goto next pageCodeCodeColumns to addCode

Node categories in this workflow

  • Wait
  • Trigger
  • Data store
  • Code
  • Web / API
  • AI & models
  • Routing

Icons describe general node roles, inferred from node types. Inspect the parameters for the configured action.

Drag to pan; use + and − to zoom. Reconstructed from the exported node positions; nothing runs here. Dashed lines represent non-main connections. Full node names and notes appear below.

How it works

The exported workflow contains the following configured nodes. Their connections are shown above; inspect the JSON for the complete logic, expressions, and external actions.

Workflow node names, types, and operations
NodeCategoryTypeOperation
WaitWaitWaitSee node parameters
When chat message receivedTriggerChat TriggerSee node parameters
Create a new sheetData storeGoogle Sheetscreate
Add columns to new sheetData storeGoogle Sheetsappend
set page number for google searchCodeCodeSee node parameters
Extracts all linkedin urls from the google http responseCodeCodeSee node parameters
Google Boolean SearchWeb / APIHTTP RequestSee node parameters
Generate a Boolean Search StringAI & modelsOpen AiSee node parameters
If desired results not reachedRoutingIfSee node parameters
Appends the results to the sheetData storeGoogle Sheetsappend
Adds 10 to start - Go to next pageCodeCodeSee node parameters
Columns to addCodeCodeSee node parameters

Setup

  1. Download the JSON and import it into an isolated n8n instance. Leave the workflow inactive.
  2. Connect your own credentials through n8n’s credential store. Replace REPLACE_WITH_* values with your resource identifiers.
  3. Inspect API destinations, Code nodes, database queries, file paths, and outbound actions.
  4. Run with synthetic data and harmless destinations. Enable triggers only after checking the actual outputs.

Requirements

An n8n instance with the listed node types and compatible versions. Service-connected workflows may require accounts, credentials, or paid APIs.

Credential types declared in the source

  • googleSheetsOAuth2Api
  • httpHeaderAuth
  • openAiApi

Workflow notes

Sticky Note

Click "Open Chat" after activating the workflow.

Here, paste in a job description or describe your ideal candidate.

Sticky Note1

Under "Credential to connect with" add your openAI API key. Find at: https://platform.openai.com/settings/organization/api-keys

Sticky Note2

For the first condition: {{ $json.start }} is less than 50, so change "50" to your desired number of results.

Each loop fetches the next page, returning 10 results per iteration.

Sticky Note3

Waits 5 seconds to avoid rate limiting by Google. While it's unlikely you'll be rate-limited since you're authenticated with your cookie, this is just a precaution.

Sticky Note4

Get this Cookie-Editor. https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm

Do a google search --> click this extension --> Export --> Header string.

Then, open this node --> under Header Auth --> edit --> and under cookie value paste in your header string.

This is to perform an authenticated google search.

Sticky Note5

Connect your google sheets account and create a document.

TopSourcer - Finds LinkedIn Profiles using natural language

TopSourcer - Finds LinkedIn Profiles using natural language

Purpose and structure

This folder contains the TopSourcer - Finds LinkedIn Profiles using natural language workflow. Its executable nodes use chatTrigger, code, googleSheets, httpRequest, if, openAi, wait. The table and connection map below are derived from the JSON, not an inferred guarantee of behavior.

Setup

Import inactive. Configure your own credentials and replace REPLACE_WITH_* values. Review external destinations and Code nodes before running.

Entry points

When chat message received

Verification

Sanitized source candidate; not runtime-tested. This overview is generated from node metadata. Read the folder README for the connection map, credential types, and license.

Attribution

https://github.com/Zie619/n8n-workflows/blob/94007c1445d9258a7da116646b79473e7c7c3282/workflows/Wait/1717_Wait_Code_Automation_Webhook.json MIT; preserve source notices.

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