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Automate lead enrichment with web scraping, GPT-4o, Airtable and Slack notifications

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Automate lead enrichment with web scraping, GPT-4o, Airtable and Slack notifications preview
Open on n8n.io

Important notice

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

1. Workflow Overview

AI Lead Enrichment & Notification System This n8n template automates the lead enrichment process for your business. Once a lead fills out a form, the workflow scrapes their website, provides a summ...

Best for

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

Tools used

n8n-nodes-base.formtrigger, n8n-nodes-base.html, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.switch, n8n-nodes-base.aggregate, n8n-nodes-base.airtable, n8n-nodes-base.slack, n8n-nodes-base.httprequest

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Automate lead enrichment with web scraping, GPT-4o, Airtable and Slack notifications
Workflow name
Automate lead enrichment with web scraping, GPT-4o, Airtable and Slack notifications

AI Lead Enrichment & Notification System

This n8n template automates the lead enrichment process for your business. Once a lead fills out a form, the workflow scrapes their website, provides a summary of their business, and logs everything into a CRM before notifying your team on Slack.

Some use cases: "Speed-to-Lead" optimization, lead enrichment, automated prospect research.

How it works

  1. Ingestion: A lead submits their details (Name, Email, Website) via a form.
  2. Intelligent scraping: The workflow scrapes the provided URL.
  3. AI Analysis: OpenAI's model (GPT-4o) analyzes the extracted data and determines whether there is enough info or if the workflow needs to scrape the "About Us" page.
  4. CRM Sync: The CRM (Airtable) is updated with the enriched data.
  5. Notification: An instant Slack notification is sent to the team channel.

How to use the workflow

  1. Configure the form: Open the trigger form and input the required fields.
  2. Setup OpenAI: Ensure that your credentials are connected.
  3. Database mapping: Ensure your Airtable base has the following columns: Name, Website, AI Insight, Email, and Date.
  4. Slack setup: Specify the desired Slack channel for notifications.
  5. Test it out! Open the form, enter sample data (with a real website), and watch the system enrich the lead for you.

Requirements

  • OpenAI API Key (For analyzing website content and generating summaries)
  • Airtable (For CRM and logging)
  • Slack (For team notifications)

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 2.3

Block 2 - HTML

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

Block 3 - Message a model

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 2

Block 4 - Switch

Type / Role
n8n-nodes-base.switch - switch
Config choices
Version 3.3

Block 5 - HTML1

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

Block 6 - Message a model1

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 2

Block 7 - Aggregate

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

Block 8 - Create a record

Type / Role
n8n-nodes-base.airtable - airtable
Config choices
Version 2.1

Block 9 - Send a message

Type / Role
n8n-nodes-base.slack - slack
Config choices
Version 2.3

Block 10 - Scrape home page

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 11 - Error handling

Type / Role
n8n-nodes-base.airtable - airtable
Config choices
Version 2.1

Block 12 - Construct secondary URL

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

Block 13 - Scrape secondary URL

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 14 - Sticky Note

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

Block 15 - Sticky Note1

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

Block 16 - Sticky Note2

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

Block 17 - Sticky Note3

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

Block 18 - Sticky Note4

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

Block 19 - Clean Data

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

Block 20 - Clean Data1

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

3. Summary Table

Workflow Automate lead enrichment with web scraping, GPT-4o, Airtable and Slack notifications
Complexity advanced
Nodes 20
Categories Lead Generation, AI Summarization
Author Harvex AI
Published 30 Nov 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/11371/11371.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 Automate lead enrichment with web scraping, GPT-4o, Airtable and Slack notifications do?

AI Lead Enrichment & Notification System This n8n template automates the lead enrichment process for your business. Once a lead fills out a form, the workflow scrapes their website, provides a summ...

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.