This automation template enables structured extraction, sentiment analysis, and summarization of Amazon products with price drops using Bright Data and Google Gemini. Designed for e-commerce analysts, marketers, and automation developers who need consistent insights into pricing trends and customer perception.
## Who it´s for
- E-commerce analysts tracking Amazon price dynamics.
- Marketers researching competitive pricing strategies.
- Automation developers building e-commerce data scrapers.
- Teams using n8n and LLMs to process unstructured content.
## What the automation does
- Triggered manually to scrape Amazon price drop data via Bright Data.
- Uses Recursive Text Splitter and LangChain to prepare raw text.
- Leverages Google Gemini to extract structured product details (title, price, brand, etc.).
- Performs sentiment analysis and generates concise summaries per item.
- Aggregates results into Google Sheets.
- Sends processed data to an external webhook endpoint.
## What´s included
- Ready-to-use n8n workflow.
- Trigger and data processing logic.
- Integrations with Bright Data, Google Gemini, Google Sheets, Webhook.site, and Amazon.
- Basic textual guide for setup and adaptation.
## Requirements for setup
- n8n instance with access to LangChain and MCP Client.
- Bright Data API key.
- Google Gemini access (via API or LangChain).
- Google account with Google Sheets API enabled.
- External webhook configured (e.g., Webhook.site or internal system).
## Benefits and outcomes
- Automated collection of real-time price drop data without manual scraping.
- Structured output of key product attributes.
- Consumer sentiment assessment through review analysis.
- Centralized result storage in Google Sheets.
- Integration capability with internal monitoring tools via webhook.
- Repeatable and scalable analysis process.
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
Amazon price drop scraping
price drop data extraction
structured product data extraction
sentiment analysis of reviews
product text summarization
Google Gemini text processing
Bright Data Amazon scraping
n8n workflow automation
data export to Google Sheets
webhook data integration
manual workflow trigger
unstructured data processing
Amazon price monitoring
camelcamelcamel com data parsing
LLM e-commerce analysis
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