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

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

Setup steps

Setup time: 10-15 minutes

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

Keep detailed configuration notes in sticky notes inside your workflow