Monitor Commercial Real Estate Opportunities from LoopNet with ScrapeGraphAI & Telegram

Description

How it works

This workflow automatically scrapes commercial real estate listings from LoopNet and sends opportunity alerts to Telegram while logging data to Google Sheets.

Key Steps

Scheduled Trigger - Runs every 24 hours to collect fresh CRE market data
AI-Powered Scraping - Uses ScrapeGraphAI to extract property information from LoopNet
Market Analysis - Analyzes listings for opportunities and generates market insights
Smart Notifications - Sends Telegram alerts only when investment opportunities are found
Data Logging - Stores daily market metrics in Google Sheets for trend analysis

Set up steps

Setup time: 10-15 minutes

Configure ScrapeGraphAI credentials - Add your ScrapeGraphAI API key for web scraping
Set up Telegram connection - Connect your Telegram bot and specify the target channel
Configure Google Sheets - Set up Google Sheets integration for data logging
Customize the LoopNet URL - Update the URL to target specific CRE markets or property types
Adjust schedule - Modify the trigger timing based on your market monitoring needs

Keep detailed configuration notes in sticky notes inside your workflow