Generate Structured Company Descriptions with Bedrijfsdata Web RAG & OpenAI

Description

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

This template generates structured synthetic company content using live web data from the Bedrijfsdata.nl API combined with an LLM. Provide a company domain (directly or via a Bedrijfsdata.nl ID) and the workflow retrieves relevant website and search engine content, then produces ready-to-use descriptions of the company, its offerings, and its target audience.

✨ Features

Create high-quality Dutch-language company descriptions on demand
Automatically pull live web content via Bedrijfsdata.nl RAG Domain & RAG Search
Structured JSON output for consistent downstream use (e.g., CRM updates, lead qualification)
Flexible trigger: run from ProspectPro ID, domain input, or another workflow
Secure, modular, and extendable structure (error handling included)

🏢 Example Output
The workflow produces structured content fields you can directly use in your sales, marketing, or enrichment flows:

company_description** – 1-2 paragraph summary of the company
products_and_services** – detailed overview of offerings
target_audience** – specific characteristics of ideal customers (e.g., industry, location, company size, software usage)

Example:

{
"company_description": "Bedrijfsdata.nl B.V. is een Nederlands bedrijf dat uitgebreide data levert over meer dan 3,7 miljoen bedrijven in Nederland...",
"products_and_services": "Het bedrijf biedt API-toegang tot bedrijfsprofielen, sectoranalyses, en SEO-gegevens...",
"target_audience": "Nederlandse MKB's die behoefte hebben aan actuele bedrijfsinformatie voor marketing- of salesdoeleinden..."
}

⚙ Requirements

n8n instance or cloud workspace
Install the Bedrijfsdata.nl n8n Verified Community Node
OpenAI API credentials (tested with gpt-4.1-mini and gpt-3.5-turbo)
Bedrijfsdata.nl developer account (14-day free trial, 500 credits)

🔧 Setup Instructions

1. Trigger configuration
Use Bedrijfsdata.nl ID (default) or provide a domain directly
Can be called from another workflow using “Execute Workflow”

2. Configure API credentials

Bedrijfsdata.nl API key

OpenAI API key

3. Customize Output (Optional)

Adjust prompt in the LLM node to create other types of synthetic content
Extend structured output schema for your use case

4. Integrate with Your Stack

Example node included to update HubSpot descriptions
Replace or extend to match your CRM, database, or messaging tools

🔐 Security Notes

Input validation for required domain
Dedicated error branches for invalid input, API errors, LLM errors, and downstream integration errors
RAG content checks before running the LLM

🧪 Testing
Run workflow with a Bedrijfsdata.nl ID linked to a company with a known website
Review generated JSON output
Verify content accuracy before production use

📌 About Bedrijfsdata.nl
Bedrijfsdata.nl operates the most comprehensive company database in the Netherlands. With real-time data on 3.7M+ businesses and AI-ready APIs, we help Dutch SMEs enrich their CRM, workflows, and marketing automation. Built on 25+ years of experience in data collection and enrichment, our technology brings corporate-grade data quality to every organisation.

Website: https://www.bedrijfsdata.nl
Developers: https://developers.bedrijfsdata.nl
API docs: https://docs.bedrijfsdata.nl

📞 Support
Email: [email protected]
Phone: +31 20 789 50 50
Support hours: Monday–Friday, 09:00–17:00 CET