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Extract company data and calculate ICP score with Airtop

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Extract company data and calculate ICP score with Airtop preview
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Important notice

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

1. Workflow Overview

Automating Company Data Enrichment and ICP Calculation Use Case This automation identifies a company's LinkedIn profile, extracts key business data, and calculates an ICP (Ideal Customer Profile) s...

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.merge, n8n-nodes-base.executeworkflow, n8n-nodes-base.stickynote, n8n-nodes-base.if, n8n-nodes-base.filter, n8n-nodes-base.set

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 company data and calculate ICP score with Airtop
Workflow name
Extract company data and calculate ICP score with Airtop

Automating Company Data Enrichment and ICP Calculation

Use Case

This automation identifies a company's LinkedIn profile, extracts key business data, and calculates an ICP (Ideal Customer Profile) score to qualify and enrich company records. It is perfect for sales teams, data enrichment pipelines, and CRM integrations.

What This Automation Does

Input Parameters

  • Company domain: The company's website domain (e.g., example.com).
  • Airtop Profile (connected to LinkedIn): Your Airtop Profile authenticated for LinkedIn.
  • Company LinkedIn (optional): If already known, skips search.

Output Includes

  • Verified LinkedIn company URL (if not provided)
  • Company profile (name, tagline, website, location, about)
  • Scale metrics (employee count and bracket)
  • Classification (automation agency status, AI focus, technical level)
  • ICP score with justifications
  • Structured JSON object with all values merged

How It Works

  1. LinkedIn Detection: If not provided, attempts to locate the LinkedIn URL using website scraping or search.
  2. Data Extraction: Uses Airtop to gather structured data from the company’s LinkedIn profile.
  3. ICP Scoring: Applies a scoring rubric based on AI/tech orientation, scale, agency status, and geography.
  4. Merge Results: All data components are merged into a unified output.

Setup Requirements

  1. Airtop API Key
  2. Airtop Profile with LinkedIn authentication

Next Steps

  • Combine with Person Enrichment: Pair with workflows that enrich individuals tied to the company.
  • Sync to CRM: Connect the output to your CRM for record enrichment or scoring fields.
  • Adjust ICP Scoring Logic: Modify the rubric for your organization's ICP model.

Read more about company 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 - Merge

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

Block 4 - Extract company LinkedIn url

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

Block 5 - Extract Company Information

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

Block 6 - Calclate ICP

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

Block 7 - Sticky Note

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

Block 8 - Sticky Note1

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

Block 9 - Sticky Note2

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

Block 10 - LinkedIn link exists?

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

Block 11 - Sticky Note3

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

Block 12 - Is valid LinkedIn link?

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

Block 13 - Unify Params

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

3. Summary Table

Workflow Extract company data and calculate ICP score with Airtop
Complexity intermediate
Nodes 13
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/4260/4260.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 company data and calculate ICP score with Airtop do?

Automating Company Data Enrichment and ICP Calculation Use Case This automation identifies a company's LinkedIn profile, extracts key business data, and calculates an ICP (Ideal Customer Profile) s...

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.