Twitter/X to Telegram AI Automation — Smart Social Media Dashboard

Introduction

The Automate Social Media Content Aggregation to Telegram template is a complete Twitter marketing and social media automation solution built with n8n and BrowserAct. It continuously gathers tweets from your Twitter/X feed, uses AI to summarize and filter content, and instantly delivers curated updates to your Telegram channel. By combining automated data collection with AI‑powered summarization, teams can quickly identify trends, track brand sentiment, and share insights across departments. Ideal for digital marketers, PR teams, analysts, and executives, it transforms raw social posts into actionable intelligence — helping you stay informed, improve engagement, and make faster, data‑driven decisions.

Detail

The Automate Social Media Content Aggregation to a Telegram Channel template is an end‑to‑end automation built with n8n and BrowserAct. It continuously collects and summarizes posts from your Twitter/X Home page (or other social platforms), then delivers curated updates straight to your Telegram channel.

How It Works

Trigger – The workflow starts automatically at a scheduled interval to gather recent social media posts.
Data Collection – Using the BrowserAct “Twitter/X Content Aggregation” Template, it scrolls through your feed, extracts post content, author names, summaries, and links.
AI Refinement – An AI agent powered by Google Gemini removes duplicates, generates concise summaries, and formats the extracted data.
Conditional Messaging – n8n checks whether a post includes an image to send it as photo or text.
Distribution – Finally, all refined updates are published automatically to your Telegram channel as structured posts.

Workflow Guidance and Showcase

👉Automate Your Social Media: Get All X/Twitter Updates Directly in Telegram

How to use

Set up BrowserAct Template: In your BrowserAct account, set up “Twitter/X Content Aggregation” template.
Set up Credentials: Add your credentials for BrowserAct In Run Node , Google Gemini in Agent Node, and Telegram in Send Node.
Add Workflow ID: Change the workflow_id value inside the HTTP Request inside the Run Node, to match the one from your BrowserAct workflow.
Activate Workflow: To enable the automated schedule, simply activate the workflow.

Requirements

BrowserAct API account
BrowserAct “Twitter/X Content Aggregation” Template
Gemini account
Telegram credentials

Core Features

Automated Twitter/X Data Aggregation

The workflow begins with BrowserAct’s “Twitter Content Aggregation” template. It automatically scrolls through your Twitter/X home page, waits for the full content to load, and extracts posts along with their associated data — including the title (tweet text), publisher name, summary, and the post link (URL). Phone and email parameters are integrated to handle blocked logins or verification prompts, ensuring uninterrupted operation.

Real‑Time Task Management via n8n

Within n8n, the workflow uses Run Task API to start the BrowserAct process and the Get Task API to check execution progress. A loop continues until the task’s status flag is marked "finished", safeguarding that no step proceeds before data retrieval is complete. This guarantees synchronization between the scraping stage and subsequent automation tasks.

AI-Powered Refinement

Once the JSON results are fetched, the system invokes OpenAI (or Gemini) prompts to refine the extracted data.

The AI agent processes the "output.string" from BrowserAct’s response.
It converts the raw list of posts into a refined set of structured summaries (refined_output), removing irrelevant or duplicated entries.
Each item includes clarified titles, concise summaries, and accurate attribution.

Seamless Telegram Integration

After refinement, the curated posts are automatically delivered to a Telegram Bot, either as:

a text message with title, summary, and link, or
a media message when the post includes an image.

The connection leverages the Set Telegram API node, allowing real‑time content streaming straight to your channel or group.

Target Audience & Use Cases

Digital Marketers & Brand Managers

Digital marketers and brand managers who oversee campaign performance, audience engagement, and competitor activity can use this workflow to automate monitoring and insights. The system instantly collects the newest posts from selected competitors or hashtags, applies AI‑generated summaries to highlight high‑impact campaigns, and automatically shares curated updates with internal Telegram teams for review and discussion.

Use Cases:

Competitor Content Feed: Build a private Telegram channel that aggregates posts from rival brands in real time.
Campaign Performance Monitoring: Track reactions and mentions around branded hashtags.
Trend Spotting: Identify viral topics early and adapt content strategy instantly.

PR & Communication Teams

PR and communications teams focused on protecting brand image and tracking public conversation can leverage this template to automatically aggregate posts from journalists, media outlets, or key opinion leaders. AI summarization condenses complex discussions into short, actionable briefs that fit internal reports or crisis alerts. Common uses include media monitoring, reputation tracking, and influencer engagement analysis.

Use Cases:

Crisis Alert System: Get Telegram notifications whenever relevant tweets appear.
Daily Media Briefings: Generate a curated summary feed for executive communication.
Influencer Monitoring: Track social commentary about campaigns or press releases.

Data Analysts & Researchers

Data analysts and research specialists can employ this workflow to collect clean, structured JSON data from Twitter/X for use in Google Sheets, Airtable, or analytics platforms like Power BI or Tableau. AI refinement organizes data before analysis, saving time and improving accuracy. Use cases include sentiment trend tracking, market signal detection, and event‑driven data collection.

Use Cases:

Sentiment Tracking: Collect posts around target keywords to measure audience tone over time.
Market  Signals: Combine aggregated tweets with other datasets to detect trends earlier.
Event  Analysis: During conferences or product launches, auto‑summarize community reactions.

Content Creators & Media Curators

Writers, newsletter editors, and community managers can automatically gather relevant posts from specific topics or influencers. Each tweet is summarized, cleaned, and ready for publication in newsletters, blogs, or Telegram channels. Ideal use cases include daily news digests, content inspiration sourcing, and community updates.

Use Cases:

Automated News Digest: Generate a daily or weekly summary feed to share with subscribers.
Community Content Curation: Deliver relevant tweets to your Telegram community channel.
Topic Research: Aggregate posts around specific niches (e.g., AI, politics, finance) to inspire new articles.

Competitive Intelligence & Market Research Teams

Research professionals and strategy analysts can monitor industry leaders and rival companies to capture real‑time market shifts. The workflow distills raw social activity into concise summaries that reveal patterns, key themes, and sentiment change. Use cases include product announcement tracking, competitive benchmarking, and market sentiment analysis.

Use Cases:

Strategy Tracking: Automate collection of product announcements and market statements.
Benchmarking: Compare engagement and communication tone across multiple brands.
Investor Insights: Follow financial influencers or companies to gauge market mood.

Executives & Decision‑Makers

Busy executives can receive important social insights directly in their Telegram feed without logging in to social media. Short, AI‑refined digests highlight critical discussions and opinions tied to their brand, industry, or competitors. Typical use cases include daily leadership briefings, conference trend summaries, and strategic communication preparation.

Use Cases:

Daily Briefing Bot: Push a compact list of top 10 tweets or discussions each morning.
Board Meeting Preparations: Supply summarized social sentiment reports automatically.
Thought Leadership Monitoring: Track how audiences respond to keynote speakers or policy announcements.

The workflow combines social media automation, performance monitoring, and market analysis into one seamless n8n system powered by BrowserAct and AI. Instead of using multiple tools to track campaigns, review engagement data, or build a social media dashboard, you can centralize everything in a single automated pipeline — from Twitter/X content aggregation to Telegram delivery.