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Extract person data and calculate ICP score with Airtop

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Extract person data and calculate ICP score with Airtop preview
Open on n8n.io

Important notice

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

1. Workflow Overview

Automating LinkedIn Enrichment and ICP Scoring Use Case This automation enriches a person’s data using LinkedIn and calculates an Ideal Customer Profile (ICP) score based on their professional pres...

Best for

  • Lead Generation automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.formtrigger, n8n-nodes-base.executeworkflowtrigger, n8n-nodes-base.set, n8n-nodes-base.stickynote, n8n-nodes-base.executeworkflow, n8n-nodes-base.merge, n8n-nodes-base.filter

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Extract person data and calculate ICP score with Airtop
Workflow name
Extract person data and calculate ICP score with Airtop

Automating LinkedIn Enrichment and ICP Scoring

Use Case

This automation enriches a person’s data using LinkedIn and calculates an Ideal Customer Profile (ICP) score based on their professional presence. It is particularly useful for lead qualification, contact research, and targeted outreach.

What This Automation Does

The automation processes the following input parameters:

  • Person Name: Full name of the individual.
  • Work Email: Business email address to validate corporate identity.
  • Airtop Profile (connected to Linkedin): A LinkedIn-authenticated Airtop Profile for enrichment.

How It Works

  1. Email Filtering: Checks if the email is corporate (excludes free and personal domains).
  2. LinkedIn Profile Discovery: Searches and verifies the correct LinkedIn URL using Airtop.
  3. Data Enrichment: Extracts professional details from the LinkedIn profile.
  4. ICP Scoring: Calculates an ICP score based on extracted data and profile context.
  5. Merge Outputs: Consolidates enriched profile data and ICP results into a single output.

Setup Requirements

  1. Airtop API Key
  2. An Airtop Profile authenticated on LinkedIn.

Next Steps

  • Combine with CRM Integration: Push enriched and scored data into CRMs like HubSpot or Salesforce.
  • Batch Processing: Automate for lists of leads using Airtop + n8n or Airtop SDK.
  • Scoring Customization: Adjust scoring logic to reflect your ideal customer attributes more precisely.

Read more about data enrichment and ICP scoring

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 - On form submission

Type / Role
n8n-nodes-base.formTrigger - formTrigger
Config choices
Version 2.2

Block 2 - When Executed by Another Workflow

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

Block 3 - Unify Parameters

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

Block 4 - Sticky Note

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

Block 5 - Extract Person Data

Type / Role
n8n-nodes-base.executeWorkflow - executeWorkflow
Config choices
Version 1.2

Block 6 - Find Person Linkedin URL

Type / Role
n8n-nodes-base.executeWorkflow - executeWorkflow
Config choices
Version 1.2

Block 7 - ICP Scoring

Type / Role
n8n-nodes-base.executeWorkflow - executeWorkflow
Config choices
Version 1.2

Block 8 - Merge

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

Block 9 - Sticky Note1

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

Block 10 - Is corporate email?

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 11 - Is valid Linkedin URL?

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 12 - Sticky Note7

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

3. Summary Table

Workflow Extract person data and calculate ICP score with Airtop
Complexity intermediate
Nodes 12
Categories Lead Generation
Author Airtop
Published 21 May 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/4256/4256.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 Extract person data and calculate ICP score with Airtop do?

Automating LinkedIn Enrichment and ICP Scoring Use Case This automation enriches a person’s data using LinkedIn and calculates an Ideal Customer Profile (ICP) score based on their professional pres...

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 use case.