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📬 What This Workflow Does
This workflow automatically scrapes recent high-value congressional stock trades from Quiver Quantitative, summarizes the key transactions, and delivers a neatly formatted report to your inbox — every single day.
It combines Firecrawl's powerful content extraction, OpenAI's GPT formatting, and n8n's automation engine to turn raw HTML data into a digestible, human-readable email.
Watch Full Tutorial on how to build this workflow here:
https://www.youtube.com/watch?v=HChQSYsWbGo&t=947s&pp=0gcJCb4JAYcqIYzv
🔧 How It Works
đź•’ Schedule Trigger
Fires daily at a set hour (e.g., 6 PM) to begin the data pipeline.
🔥 Firecrawl Extract API (POST)
Targets the Quiver Quantitative “Congress Trading” page and sends a structured prompt asking for all trades over $50K in the past month.
⏳ Wait Node
Allows time for Firecrawl to finish processing before retrieving results.
đź“Ą Firecrawl Get Result API (GET)
Retrieves the extracted and structured data.
🧠OpenAI Chat Model (GPT-4o)
Formats the raw trading data into a readable summary that includes:
Date of Transaction
Stock/Asset traded
Amount
Congress member’s name and political party
📧 Gmail Node
Sends the summary to your inbox with the subject “Congress Trade Updates - QQ”.
🧠Why This is Useful
Congressional trading activity often reveals valuable signals — especially when high-value trades are made.
This workflow:
Saves time manually tracking Quiver Quant updates
Converts complex tables into a daily, readable email
Keeps investors, researchers, and newsrooms in the loop — hands-free
đź› Requirements
Firecrawl API Key (with extract access)
OpenAI API Key
Gmail OAuth2 credentials
n8n (self-hosted or cloud)
đź’¬ Sample Output:
Congress Trade Summary – May 21
Nancy Pelosi (D) sold TSLA for $85,000 on April 28
John Raynor (R) purchased AAPL worth $120,000 on May 2
... and more
🪜 Setup Steps
Add your Firecrawl, OpenAI, and Gmail credentials in n8n.
Adjust the schedule node to your desired time.
Customize the OpenAI system prompt if you want a different summary style.
Deploy the workflow — and enjoy your daily edge.
