What This Workflow Does
This n8n workflow solves the common challenge of fragmented customer data across multiple CRM platforms. Many businesses use different CRMs for various teams or acquisitions, leading to inconsistent data, duplicate records, and incomplete visibility. The workflow automatically pulls contact, company, and deal information from HubSpot, Pipedrive, and Salesforce, then consolidates it into a master Google Sheet.
What sets this solution apart is its integration with OpenAI for intelligent deduplication. The AI analyzes record similarities beyond exact matches, identifying potential duplicates based on contextual clues like similar company names with different addresses or contacts with slightly varied personal details. This results in a cleaner, more reliable customer database than traditional rule-based matching alone.
How It Works
1. Data Extraction from CRMs
The workflow connects to each CRM platform via their respective APIs, retrieving contacts, companies, and deals based on your configured filters. It handles API pagination automatically to ensure complete data transfer regardless of dataset size.
2. Field Standardization
Before consolidation, the workflow maps equivalent fields across systems to a common schema. For example, 'Annual Revenue' in Salesforce and 'ARR' in HubSpot both map to a standardized 'Revenue' field in the output.
3. AI Deduplication Process
OpenAI analyzes record pairs, scoring their similarity based on multiple attributes. The workflow then applies your configured similarity threshold to flag potential duplicates while preserving unique records.
4. Google Sheets Integration
The consolidated, deduplicated data writes to specified Google Sheets tabs, with options to overwrite or append data. The workflow maintains a changelog tab tracking all modifications for audit purposes.
Who This Is For
This workflow is ideal for:
- Businesses using multiple CRMs due to acquisitions or departmental preferences
- Sales operations teams needing unified reporting across regions/products
- Marketing teams requiring clean contact lists for campaigns
- Executives who want consolidated customer analytics
- Data teams preparing CRM data for BI tools or data warehouses
Pro tip: Use the deduplication results to clean your source CRMs, not just the spreadsheet. This improves data quality across all systems.
What You'll Need
- A self-hosted n8n instance (community nodes aren't available in cloud)
- Admin access to HubSpot, Pipedrive, and/or Salesforce
- Google Sheets edit permissions for the destination spreadsheet
- OpenAI API key for deduplication functionality
- Basic understanding of n8n workflow configuration
Quick Setup Guide
- Download the JSON template file
- Import into your n8n instance (Settings → Workflows → Import)
- Configure CRM API connections in the credential nodes
- Set up Google Sheets service account credentials
- Add your OpenAI API key
- Map your CRM fields to the standardized columns
- Adjust deduplication similarity threshold as needed
- Test with a small dataset before full sync
Key Benefits
Save 10+ hours weekly manually merging CRM data and hunting for duplicates across systems. The automation handles this continuously.
Improve data accuracy by 30-40% with AI-powered deduplication that catches variations traditional methods miss.
Create a single customer view across all sales teams and departments, eliminating data silos.
Enable better analytics with clean, consolidated data ready for reporting in Google Sheets or connected BI tools.
Reduce CRM licensing costs by identifying and merging duplicate records that may be consuming paid seats.