This automation workflow enables daily structured data extraction from websites without manual input. Perfect for professionals who need consistent updates on web content — from stock trades to competitor pricing or public events.
## Who it´s for
- Analysts tracking website changes
- Investors collecting data on congressional trades
- Marketers monitoring competitors
- Developers automating structured data collection
## What the automation does
- Triggers daily at 6 PM via cron schedule
- Sends a structured extraction request to Firecrawl API
- Waits for response, retries after 15 seconds if no data
- Formats output upon successful retrieval
- Sends structured results to a designated Telegram chat
- Supports schema-based scraping (e.g., trade lists, prices, events)
## What´s included
- Ready-to-use n8n workflow
- Scheduled trigger logic
- Integrations with Firecrawl API and Telegram Bot API
- Basic text instructions for setup and adaptation
## Requirements for setup
- n8n instance (self-hosted or cloud)
- Valid Firecrawl API key
- Active Telegram bot and target chat ID
## Benefits and outcomes
- Saves time on manual data gathering
- Ensures consistent daily updates
- Delivers structured, analysis-ready output
- Scalable to other URLs and extraction schemas
- Reliable retry mechanism on failure
- Full control over data sources and delivery channels
## 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.
daily web data extraction
structured data scraping
automated data collection
Firecrawl API
Telegram bot
scheduled web scraping
website change monitoring
n8n workflow automation
congressional trade tracking
competitor price monitoring
web-to-structured-data
Telegram data delivery
Firecrawl web scraping
daily data fetch
news extraction from websites
price trend analysis
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