Templates / Extract and analyze web data with Bright Data & Google Gemini

Extract and analyze web data with Bright Data & Google Gemini

Needs changes

by Amit Mehta ✓ · 365 views · created 2025-09-18 · Engineering, AI Summarization

Needs changes. This template uses 1 thing(s) that n8n 3.0 removes: Function (legacy). 1 breaking item(s) found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 16 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model. It also calls api.brightdata.com and webhook.site over HTTP.

How it runs

Trigger: Manually, when you click “Execute workflow”.

  1. Set URL and Bright Data Zone (Edit Fields (Set)): sets 2 fields: url, zone
  2. Perform Bright Data Web Request (HTTP Request): calls api.brightdata.com (POST)
  3. Markdown to Textual Data Extractor (Basic LLM Chain): sends a prompt to an LLM, with model: Google Gemini Chat Model
  4. Topic Extractor with the structured response (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
  5. Initiate a Webhook Notification for Markdown to Textual Data Extraction (HTTP Request): calls webhook.site
  6. Trends by location and category with the structured response (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
  7. Initiate a Webhook Notification for AI Sentiment Analyzer (HTTP Request): calls webhook.site
  8. Create a binary file for topics (Function): runs custom JavaScript (legacy Function node)
  9. Initiate a Webhook Notification for trends by location and category (HTTP Request): calls webhook.site
  10. Create a binary data for tends (Function): runs custom JavaScript (legacy Function node)

…plus 2 more steps. See the full node list below.

Services it uses

Google Gemini Chat Model

HTTP calls to: api.brightdata.com, webhook.site

Before you upgrade to n8n 3.0

1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:

  • Function (legacy) in Create a binary file for topics, Create a binary data for tends: replace with Code node, mode 'Run Once for All Items'.

Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).

Removed in 3.0Replace with
Function (legacy)
Create a binary file for topics, Create a binary data for tends
Code node, mode 'Run Once for All Items'

Nodes used (8)

From the author

This workflow performs structured data extraction and data mining from a web page by combining the capabilities of Bright Data and Google Gemini. How it Works This workflow focuses on extracting structured data from a web page using Bright Data's Web Unlocker…

Excerpt from Amit Mehta's description on n8n.io.

View the original on n8n.io → Check your own copy

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