See llms.txt for all machine-readable content.
Stop hunting leads by hand. This workflow automates the full run from Google Maps scraping to contact emails, all triggered from your phone via Telegram. Manual research that takes 4 hours now finishes in under 5 minutes for 50 leads.
Last updated: September 2026.
What It Does
Send a single message to your Telegram bot (Sector; Limit; MapsURL) and the system takes over. It scrapes business data from Google Maps using Apify, generates AI-powered company summaries via OpenAI, hunts for contact emails from business websites using Jina AI, then stores everything neatly in Google Sheets.
Who It's For
Sales reps building cold outreach lists, marketing agencies prospecting new clients, or anyone who needs targeted local business data fast. Without paying for overpriced lead databases.
Why It's Worth It
Pay only for what you use (Apify + OpenAI) instead of fixed monthly subscriptions. AI deduplication keeps your CRM clean and consistent.
What You'll Need
| Tool | Purpose |
|---|---|
| n8n | Workflow engine |
| Apify | Google Maps scraper |
| OpenAI API | Summaries & email extraction |
| Google Sheets | Lead storage |
| Telegram Bot | Mobile trigger interface |
| Jina AI | Website-to-text conversion |
Quick Setup
- Import the JSON workflow into your n8n instance
- Connect credentials: Telegram bot token, Apify API key, OpenAI key, Google account
- Set up your Sheet with the matching column headers
- Test with:
Coffee Shops; 5; https://www.google.com/maps/search/coffee+shops+london
How the Logic Works
The workflow runs a two-stage loop per business. First it saves core data (name, phone, address). If a website exists, it then attempts email enrichment. This way, you never lose basic lead data even if a website crawl fails.
Extend It Further
Swap Google Sheets for HubSpot or Pipedrive, push results to a Slack sales channel, or chain a Gmail node to auto-send intro emails the moment a lead is found.
Quick Answers
What do I send the bot?
One message in this format: Sector; Limit; MapsURL. Example: Coffee Shops; 5; https://www.google.com/maps/search/coffee+shops+london.
What if a business has no website?
You still keep the core data (name, phone, address). Email enrichment simply skips.
Where do leads land?
Google Sheets, deduplicated and ready for outreach.
Made by: khmuhtadin
Category: Marketing | Tags: Lead Gen, AI, Google Maps, Telegram
Need custom workflows? Contact me
Connect with the creator:
Portfolio • Workflows • LinkedIn • Medium • Threads
Additional info
Built with n8n. Need an assessment on your business? Feel free to reach out at https://khmuhtadin.com/consultation/