Templates / Extract, summarize & analyze Amazon price drops with Bright Data & Google Gemini

Extract, summarize & analyze Amazon price drops with Bright Data & Google Gemini

Unknown

by Ranjan Dailata ✓ · 1,140 views · created 2025-06-02 · Market Research, AI Summarization

Unknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 20 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model, Google Sheets and Mcp (community).

How it runs

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

  1. Bright Data MCP Client List Tools (Mcp Client): uses Mcp Client
  2. Set input fields (Edit Fields (Set)): sets 2 fields: price_drop_url, webhook_notification_url
  3. Mcp Client: execute tool
  4. Structure Data Extract Using LLM (Basic LLM Chain): sends a prompt to an LLM, with model: Google Gemini Chat Model; output parser: Structured Output Parser
  5. Split Out: splits a list into separate items
  6. Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
  7. Wait: waits 10 seconds
  8. Mcp Client: execute tool
  9. Summarize Content (Summarization Chain): summarizes text with AI, with model: Google Gemini Chat Model
  10. Sentiment Analysis (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model

…plus 4 more steps. See the full node list below.

Services it uses

Google Gemini Chat ModelGoogle SheetsMcp (community)

Before you upgrade to n8n 3.0

We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).

  • Check that n8n-nodes-mcp is verified or supports 3.0 (used in Bright Data MCP Client List Tools, MCP Client for Price Drop Data Extract, MCP Client for Price Drop Data Extract Within a Loop).

Nodes used (16)

From the author

Notice Community nodes can only be installed on self-hosted instances of n8n. Who this is for This n8n-powered automation uses Bright Data's MCP Client to extract real-time data from a price drop site listing the amazon products, including price changes and…

Excerpt from Ranjan Dailata's description on n8n.io.

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

Get the weekly “what broke” email

New templates, newly broken ones, and n8n release changes. One short email a week.

Form not loading? Subscribe here.