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🔥 Automated Daily Firecrawl Scraper with Telegram Alerts
Get structured insights scraped daily from the web using Firecrawl’s AI extraction engine — then send them directly to your Telegram chat.
🧰 What this workflow does:
This workflow automatically scrapes specific structured data from any webpage every day at a scheduled time using the Firecrawl API, checks if results are returned, and then sends the formatted results to Telegram.
For step-by-step video tutorials of n8n builds, check out my channel:
https://www.youtube.com/@Automatewithmarc
🧭 How It Works:
🕐 Schedule Trigger (Daily at 6PM)
Starts the workflow every day at a set time.
🌐 Firecrawl POST Request
Sends a custom extraction prompt and schema to Firecrawl, targeting any list of URLs you provide.
⏳ 30 Seconds Wait
Waits to give Firecrawl enough time to complete processing.
📥 GET Firecrawl Result
Fetches the extraction results using the request ID.
🔁 Loop with IF Node
Checks whether data is returned. If not, waits another 15 seconds and retries.
🧹 Format & Clean (Set Node)
Prepares and formats the extracted result into a readable message.
📲 Telegram Message Node
Delivers the structured data directly to your Telegram channel or group.
🔧 Requirements:
✅ Firecrawl API Key (Header Auth)
✅ Telegram Bot Token & Chat ID
💡 Use Cases:
Extract structured data (like product info or events) from niche websites
Automate compliance monitoring or intelligence gathering
Create market alert bots with real-time info delivery
🛠 Customization Ideas:
Swap Telegram with Gmail, Discord, or Slack
Expand schema to include more complex nested fields
Add a Google Sheet node to log daily scraped data
Integrate with a summarizer or language model for intelligent summaries
Ready to automate your web intelligence gathering?
🧠 Let Firecrawl do the scraping — and let this workflow do the rest.