AI Telegram bot for Amazon product search

# Telegram bot for Amazon product search with AI recommendations and prices

This automation template enables instant product search and AI-powered recommendations from Amazon based on user messages in Telegram. It uses intent classification and data processing to deliver personalized results. Ideal for bot owners, online shoppers, and marketers testing e-commerce AI assistants.

## Who it´s for
- Telegram users looking for products on Amazon and Flipkart
- Online shoppers who want fast product and price comparisons
- Bot owners automating shopping assistance
- Marketers testing AI assistants for e-commerce

## What the automation does
- Receives messages from Telegram
- Classifies intent using LangChain (product search vs. chat)
- For product queries: cleans input and sends to Apify for Amazon scraping
- Processes scraped data: extracts titles, prices, ratings, and URLs
- Generates a ranked top-5 recommendation list using Google Gemini
- Sends formatted response back to Telegram
- Replies as a chatbot for non-product inquiries

## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic powered by LangChain
- Integrations with Telegram, Apify, Google Gemini, and Amazon
- Basic text guide for setup and adaptation

## Requirements for setup
- n8n account
- Telegram bot with API token
- Apify API key
- Google Gemini access key
- HTTP API access for external calls

## Benefits and outcomes
- Automatic intent detection
- Fast product comparison without manual search
- AI-generated personalized recommendations
- Enhanced user experience in Telegram bots
- Reduced support load for shopping-related queries
- Scalable solution for commercial AI shopping assistants

## 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 chat