n8n Telegram Google Sheets Dumpling AI Social Media

Telegram bot: extract & store TikTok and LinkedIn data to Google Sheets with Dumpling AI

Automate social media profile data collection through a Telegram interface with AI-powered extraction

Download Template JSON · n8n compatible · Free
Telegram bot workflow diagram showing TikTok and LinkedIn data flowing to Google Sheets

What This Workflow Does

This automation solves the tedious manual process of collecting and organizing social media profile data. Marketing teams waste hours copying metrics from TikTok and LinkedIn into spreadsheets, while recruiters struggle to track candidate social footprints. The workflow creates a Telegram bot interface that triggers AI-powered data extraction from any public profile URL.

Dumpling AI parses complex social media pages into structured data points, which automatically populate designated Google Sheets. The system maintains data consistency, eliminates copy-paste errors, and enables real-time team collaboration on the collected insights. Historical tracking becomes effortless as the sheet grows with each new data request.

How It Works

1. Telegram Bot Trigger

Team members send profile URLs via Telegram message to your dedicated bot. The bot accepts TikTok and LinkedIn links in any chat format - private messages, groups, or channels.

2. Dumpling AI Processing

The workflow passes each URL to Dumpling AI's extraction API. Their machine learning models analyze profile pages to identify key data points like follower counts, engagement metrics, job history, and skills.

3. Google Sheets Integration

Structured data returns from Dumpling AI formatted for direct insertion into your Google Sheet. The workflow appends new rows with timestamps, maintaining a searchable historical record of all collected profiles.

Pro tip: Create separate sheets for TikTok influencers and LinkedIn professionals to enable platform-specific analysis while maintaining one master database.

Who This Is For

This automation delivers value across multiple business functions:

  • Marketing teams tracking influencer partnerships and competitor social strategies
  • Recruiters building talent pools with social proof and skills validation
  • Sales professionals researching prospect social presence before outreach
  • Researchers analyzing social media trends and audience demographics
  • Content creators benchmarking their performance against industry peers

What You'll Need

  1. Active n8n instance (self-hosted or cloud)
  2. Telegram bot token from @BotFather
  3. Dumpling AI API key (free tier available)
  4. Google Sheets with edit permissions
  5. List of target profile URLs (optional starting dataset)

Quick Setup Guide

  1. Download and import the JSON template into your n8n instance
  2. Configure Telegram bot credentials in the trigger node
  3. Add your Dumpling AI API key to the HTTP request node
  4. Connect to Google Sheets and specify your target spreadsheet ID
  5. Test by sending profile links to your Telegram bot
  6. Deploy the workflow for team access

Key Benefits

Save 10+ hours weekly by eliminating manual profile data collection across teams. What previously required dedicated staff time now happens automatically through simple Telegram messages.

Improve data accuracy with AI-powered extraction that avoids human transcription errors. Dumpling AI consistently captures the same metrics in the same format every time.

Enable real-time collaboration as Google Sheets updates instantly for all team members. Marketing, sales, and recruiting can work from a single truth source.

Scale effortlessly to thousands of profiles without additional workload. The Telegram interface makes it simple for distributed teams to contribute data points.

Gain historical insights by tracking profile changes over time. Automated timestamps create an audit trail of social media growth and content strategy impacts.

Frequently Asked Questions

Common questions about social media data integration and automation

Automating social media data collection saves hours of manual work while ensuring consistent, structured data. Businesses gain competitive intelligence by tracking influencer metrics, audience demographics, and content trends. Automated workflows eliminate human error in data entry and provide real-time updates when profiles change.

Marketing teams use automated data to identify high-performing influencers for partnerships. HR departments track candidate social footprints at scale. The collected data fuels predictive analytics models that forecast engagement rates and content performance.

  • 75% reduction in manual data entry time
  • Standardized metrics across all profiles
  • Real-time alerts for significant profile changes

From TikTok: Follower counts, engagement rates, video performance metrics, hashtag usage, and bio information. From LinkedIn: Job titles, company info, skills, endorsements, post engagement, and connection networks. Dumpling AI can extract structured data points from both platforms' public profiles.

The AI recognizes patterns in unstructured profile data to identify key information. For TikTok creators, it calculates average views per video and follower growth rates. For LinkedIn, it extracts career timelines and skill clusters that indicate professional expertise.

  • TikTok: Audience demographics and content themes
  • LinkedIn: Education history and publication records
  • Both: Profile completeness scores

Telegram bots provide mobile-friendly, conversational interfaces that team members can use anywhere. They simplify triggering workflows without needing to log into dashboards. Telegram's API supports rich media attachments and group chats, making it ideal for collaborative data gathering across departments.

Field sales teams can share prospect LinkedIn profiles directly from their phones. Marketing departments create group chats dedicated to influencer discovery. The bot responds with confirmation messages and error alerts, creating transparent data collection processes.

  • No training required - works like regular messaging
  • Supports voice commands for hands-free operation
  • End-to-end encryption for sensitive data

Google Sheets enables real-time collaboration across teams with automatic data updates. Built-in charts and pivot tables transform raw metrics into visual insights. Formulas can calculate engagement rates, growth trends, and benchmark comparisons. Sheets integrates with Looker Studio for advanced reporting dashboards.

Marketing teams create scorecards that rank influencers by engagement metrics. Recruiters build filters to identify candidates with specific skill combinations. The spreadsheet becomes a living document that automatically enriches with new data points from ongoing Telegram submissions.

  • Automatic historical tracking with timestamps
  • Custom alerts when key metrics change
  • Shared access controls for different departments

Only collect publicly available data to comply with platform terms. Store API keys securely using environment variables. Implement rate limiting to avoid triggering platform protections. Regularly audit collected data for personally identifiable information (PII) that may require special handling under data protection laws.

Configure Telegram bots to only accept messages from authorized team members. Use Google Sheets' permission system to restrict sensitive columns. Schedule monthly reviews of stored data to ensure continued compliance as privacy regulations evolve.

  • Mask identifiable information in shared sheets
  • Set data retention policies for old records
  • Monitor API usage to avoid service disruptions

Yes, the core architecture works for any platform with an API or web scraping capability. Instagram requires special handling due to rate limits. Twitter's API changes may require alternative scraping methods. The Telegram-to-Sheets pipeline remains consistent regardless of the data source.

Adding new platforms involves creating extraction logic for their unique data structures. Dumpling AI supports multiple social networks, or you can integrate specialized scrapers. The workflow can route different platform URLs to appropriate processing nodes before consolidating results in Sheets.

  • Instagram: Focus on visual content analysis
  • Twitter: Track thread performance and virality
  • YouTube: Analyze video metadata and comments

GrowwStacks specializes in tailored automation solutions for marketing and recruitment teams. Our engineers can build custom scrapers for niche platforms, design analysis dashboards, and integrate with your CRM. We handle API changes and scaling challenges so your team gets reliable data without maintenance overhead.

Custom solutions might include sentiment analysis of profile content, predictive modeling of engagement trends, or automated outreach based on collected data points. We architect systems that grow with your needs while ensuring data quality and compliance.

  • Industry-specific metric tracking
  • Integration with existing business systems
  • Ongoing support and optimization

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