n8n Threads Insights Report Date Range + Telegram Delivery

Get a complete Threads performance report for any date range—then deliver it to Telegram automatically

This n8n workflow pulls Threads Insights for your selected reporting period using the Threads Graph API, generates a polished self-contained HTML performance report, and sends it as a document to your Telegram chat.

What this workflow does

• Runs manually when you start the workflow in n8n.
• Reads your configured inputs: from/to date range (YYYY-MM-DD), a Threads long-lived access token, Threads user ID, and a Telegram chat ID.
• Validates inputs and converts the date range into Unix timestamps (GMT+6) for accurate API queries.
• Builds and calls the Threads Graph API endpoints for multiple datasets: metrics, followers, demographics, and profile data.
• Consolidates the JSON responses into one structured dataset for the full reporting period.
• Generates a styled HTML report including summary totals, a daily views trend line chart, and top follower demographics (country, city, gender).
• Sends the HTML report as a document to Telegram with an auto-generated caption.

Use cases

• Track weekly or campaign-based performance for your Threads profile and share results with your team via Telegram.
• SaaS operators and automation engineers: validate engagement trends quickly without manual exports.
• Generate consistent reporting across different date ranges (e.g., launches, events, promotions) from a single workflow run.

Technical details

• Nodes/tech used: manual trigger, set, code, http request, telegram, sticky note.
• External APIs: Threads Graph API (metrics, followers, demographics, profile data).
• Delivery: Telegram Bot credential to send the generated HTML file to the configured chat.
• Note: Time handling is based on GMT+6 when converting dates to timestamps—adjust if needed.