Zillow Property Data Extraction to Google Sheets using Scrape.do - n8n Workflow

Real estate investors needing bulk property data analysis.
Data analysts requiring structured real estate information.
Users looking for effective web scraping n8n templates.
Anyone who needs reliable, automated data extraction using a specialized n8n node.

This robust n8n workflow addresses the challenge of reliably extracting real-time, dynamic data from complex property websites like Zillow. Traditional web scraping often fails due to JavaScript rendering requirements and aggressive anti-bot defenses. This specific n8n workflow overcomes this by integrating the specialized Scrape.do service using the HTTP Request n8n node, ensuring high success rates for fetching the full page content. The value provided is a fully automated pipeline: users simply populate a Google Sheet with Zillow URLs, execute the n8n trigger, and the workflow handles the scraping, complex HTML parsing via a custom n8n node, and structured output. This automation is one of the most effective n8n templates available for real estate data professionals who need clean, structured property metrics.

1. Trigger Initiation: The process starts when the user executes the manual n8n trigger, 'When clicking 'Test workflow''.


2. URL Retrieval: The 'Read Zillow URLs from Google Sheets' n8n node accesses a specified Google Sheet to retrieve the list of Zillow property URLs.


3. Scraping via API: Each URL is processed by the 'Scrape Zillow URL via Scrape.do' HTTP Request n8n node. This node dynamically constructs the API call to Scrape.do, which handles the headless browser rendering necessary to scrape Zillow accurately.


4. Flow Control: An IF n8n node, 'Check if Scraping Succeeded', verifies if the scraping operation returned a successful HTTP Status Code (200). If the check fails, the parsing step is skipped, ensuring the n8n workflow handles failures gracefully.


5. Data Parsing: If successful, the 'Parse Zillow Data' Code n8n node executes custom JavaScript. This powerful n8n node uses regular expressions to intelligently locate and extract key data points—such as Price, Address, Zestimate, and Days on Zillow—from the raw HTML.


6. Data Output: Finally, the 'Write Results to Google Sheets' n8n node takes the newly structured JSON data and appends it as clean, organized rows to a designated outcome sheet, completing the n8n workflow.

1. Import: Import this specialized n8n workflow JSON into your n8n instance using the 'New' -> 'Import from JSON' function.


2. Google Sheets Credentials: Set up or select your existing Google Sheets OAuth2 API credentials for both Google Sheets n8n node instances. Ensure these credentials have access to the spreadsheet you plan to use.


3. Spreadsheet Configuration: Update the Document ID and Sheet Names within both Google Sheets n8n node parameters to point to your input sheet (containing URLs) and your desired output sheet (for results).


4. Scrape.do API Key: Configure the 'Scrape Zillow URL via Scrape.do' HTTP Request n8n node. You must obtain an API key from Scrape.do and set it up as an HTTP Query Auth credential within n8n. This API key is essential for the n8n node to function.


5. Execution: After credential setup, use the manual n8n trigger to run the n8n workflow test and verify successful data population in your Google Sheet.

When clicking 'Test workflow' (Manual Trigger n8n trigger): Initiates the entire data extraction process on demand, perfect for testing or scheduled runs.
Read Zillow URLs from Google Sheets (Google Sheets n8n node): Responsible for reading the source Zillow URLs that drive the subsequent scraping actions.
Scrape Zillow URL via Scrape.do (HTTP Request n8n node): The core scraping component. It connects to the Scrape.do API using an expression to pass the target Zillow URL, ensuring successful retrieval of rendered content. It uses HTTP Query Auth credentials.
Check if Scraping Succeeded (IF n8n node): Provides flow control by checking if the HTTP request returned a statusCode of 200 before allowing the n8n workflow to proceed to parsing.
Parse Zillow Data (Code n8n node): A custom JavaScript block that applies complex regex patterns to the raw HTML response to extract structured real estate data, such as Price, Address, Zestimate, and Days on Zillow.
Write Results to Google Sheets (Google Sheets n8n node): The final step in this n8n workflow. It appends the cleaned, structured output generated by the previous n8n node into the designated output sheet.