Extract Google Search Results with n8n and Bright Data API

What this workflow does

This workflow automates collecting Google Search results and turning them into short summaries. It removes the need for manual search, copying, and pasting. It uses the Bright Data API to get raw search pages, then uses Google Gemini AI to clean, summarize, and format the results. Finally, it sends the data to a webhook for easy use.

This saves time and reduces mistakes when tracking search trends or researching.

Who should use this workflow

This workflow is good for anyone who wants quick, clear updates from Google Search without doing manual work. Marketing analysts, researchers, and teams tracking online trends can use it well.

No deep technical skills are needed to run the workflow once set up.

Tools and services used

• Bright Data API: To request the raw Google Search result pages.
• Google Gemini Chat AI models: To extract clear text and summarize search data.
• n8n automation platform: To link all steps in one workflow.
• Webhook endpoint: To receive the final formatted search summaries.

Inputs, process, and output

Inputs

• User’s search keyword (like “Bright Data”)
• Bright Data scraping zone (proxy location)
• Credentials for Bright Data API and Google Palm API
• Webhook URL to send data

Processing steps

• Make an HTTP request to Bright Data API with the search query and zone.
• Receive raw HTML search results.
• Use Google Gemini AI to extract only the readable text, removing scripts and styles.
• Summarize the extracted text into short insights with the Gemini Chat model.
• Format the summary using a Google Gemini AI agent with a custom prompt.
• Send the formatted summary to the webhook URL via HTTP POST.

Output

Clean, concise Google Search result summaries posted to your chosen webhook for easy access.

Beginner step-by-step: How to use this workflow in n8n

Import the workflow

1. Click the Download button on this page to get the workflow file.
2. Open your n8n editor and choose Import from File to upload the workflow.

Set up credentials and configuration

3. Add Bright Data API credentials in the Perform Google Search Request node.
4. Enter your Google Palm API credentials to enable Google Gemini AI nodes.
5. In the Set Google Search Query node, update search_query with your desired keywords.
6. Set the correct Bright Data zone to match your account setup.
7. Update the webhook URL in the Webhook HTTP Request node to your receiving endpoint.

Test and activate

8. Run the workflow manually using the Test trigger node’s play button to check for errors.
9. Confirm each node returns expected results, especially the AI extraction and summarization.
10. When ready, activate the workflow to run on demand or schedule.

Following these steps lets you start getting summarized Google Search data automatically in your system.

If using a self-host n8n setup, consider linking self-host n8n for full control.

Common edge cases and troubleshooting

• 401 Unauthorized Error on HTTP Request: Check Bright Data API credentials. Make sure Header Auth is correct.
• Empty or bad text extraction: Verify the raw HTML input feeds correctly to the Google Search Data Extractor node. Confirm the system prompt is properly set.
• Webhook data missing or wrong: Double-check webhook URL and body settings in Webhook HTTP Request. Test with webhook.site to confirm delivery.

Customization ideas

• Change the search phrase by editing search_query in the Set Google Search Query node.
• Make summaries longer or shorter by changing prompt details in the Summarization Chain node.
• Switch webhook targets by updating URL in Webhook HTTP Request.
• Try different Bright Data zones for proxy location changes.
• Use other Google Gemini models if available to adjust speed or cost.

Summary of results

✓ Save 3-4 hours daily manual search and data cleaning.

✓ Get accurate, clean summaries without error-prone copy-paste.

✓ Fast updates on Google Search trends or research.

→ Receive easy-to-use, formatted summaries in any app via webhooks.