US Stocks Earnings Calendar AI Updates to Telegram (Finnhub + Gemini)

This n8n workflow automates the retrieval of upcoming US stocks earnings calendar data using the free-tier Finnhub API, focusing on a customizable window like the next 3 days. It processes raw data through Google Gemini AI, which intelligently formats it into a clean, grouped message including company names, tickers, quarters, estimated EPS, and revenue with scaled figures (e.g., billions/millions). The result is sent directly to your Telegram chat, group, or channel via a bot for instant notifications.

Benefits include hands-off monitoring of key earnings events, saving hours of manual checking on sites like Yahoo Finance or Earnings Whispers. The AI enhancement ensures professional, readable summaries that highlight high-impact reports, improving decision-making for retail investors, professional traders, financial analysts, and community managers. It's scalable for personal use or large trading communities, with low setup effort and no ongoing costs beyond free API tiers.

Use cases: Run daily/weekly for trading groups to spark discussions; personal dashboards for portfolio tracking; influencer channels for audience engagement; or desk alerts in finance teams. Customizable date ranges and AI prompts allow tailoring to specific sectors or thresholds, making it versatile for any earnings-focused strategy.