Extract business card data & generate follow-ups with Google Vision OCR & GPT-4 Mini
This workflow bridges the gap between physical networking and digital sales by using Google Vision OCR and GPT-4 Mini to transform business card photos into structured lead data. It automatically parses contact details and generates personalized follow-up messages for WhatsApp or email directly from a Telegram photo upload. Ideal for sales professionals, it eliminates manual data entry and accelerates the outreach process after events.
Start BuildingWhat This Recipe Does
Networking events often result in a stack of business cards that sit on a desk until the leads go cold. This AI-powered automation transforms how you handle physical networking by turning business cards into digital connections instantly. When you capture a card via Telegram, the system uses advanced processing to extract contact details, qualify the lead, and log the information directly into your Google Sheets database. Beyond simple data entry, the automation immediately triggers a personalized follow-up email via Gmail, ensuring you reach out while the conversation is still fresh. This workflow eliminates the manual burden of post-event data entry, prevents lead leakage, and demonstrates a level of professional responsiveness that sets you apart from competitors. By bridging the gap between physical meetings and digital CRM management, you can focus on building relationships rather than managing spreadsheets.
What You'll Get
Forms, dashboards, and UI components ready to use
Background automations that run on your schedule
REST APIs for external integrations
Telegram, BigMailer, Google Sheets configured and ready
How It Works
- 1
Click "Start Building" and connect your accounts
Runwork will guide you through connecting Telegram and BigMailer
- 2
Describe any customizations you need
The AI will adapt the recipe to your specific requirements
- 3
Preview, test, and deploy
Your app is ready to use in minutes, not weeks
Who Uses This
- Sales professionals attending trade shows who need to capture leads and send immediate follow-up materials while still on the floor.
- Real estate agents at open houses who want to quickly digitize visitor information and send property brochures automatically.
- Business owners at networking mixers who want to ensure every handshake results in a recorded contact and a scheduled follow-up.
Frequently Asked Questions
Do I need to manually type in the contact details from the card?
No. The automation uses AI-powered image recognition to extract names, emails, phone numbers, and company details directly from the photo you take.
Can I customize the follow-up email template?
Yes. You can easily modify the Gmail step to match your brand voice, include specific links, or attach marketing materials relevant to your business.
Where is the contact information stored?
All extracted data is automatically organized and saved into a Google Sheet, which acts as a lightweight CRM or can be synced with your existing sales tools.
Is there a limit to how many cards I can process?
The system can process cards as fast as you can photograph them, making it ideal for high-volume events like industry conferences or exhibitions.
Importing from n8n?
This recipe uses nodes like TelegramTrigger, HttpRequest, Langchain.agent, Langchain.lmChatOpenAi and 5 more. With Runwork, you don't need to learn n8n's workflow syntax—just describe what you want in plain English.
Based on n8n community workflow. View original
Related Recipes
Automatic reminders for follow-ups with AI and human in the loop Gmail
Managing a high-volume sales calendar often results in administrative bottlenecks and missed opportunities for timely communication. This AI Sales Tools automation acts as a dedicated virtual assistant that bridges the gap between your schedule and your inbox. By automatically monitoring your Google Calendar, the workflow identifies upcoming meetings and executes pre-defined communication sequences through Gmail. It intelligently filters your events, removes duplicate entries, and processes meetings in batches to ensure your outreach is organized and professional. This automation eliminates the manual effort required to prepare for calls or send follow-up materials, allowing sales professionals to focus entirely on closing deals. The result is a more disciplined sales process, improved lead engagement, and a significant reduction in time spent on repetitive data entry and scheduling tasks. Whether you are managing initial discovery calls or recurring client check-ins, this tool ensures that your sales communication remains consistent and data-driven without requiring constant manual oversight.
Automatic reminders for follow-ups with AI and human in the loop Gmail
Maximize your sales team's efficiency by automating the repetitive tasks associated with meeting management. This AI-driven workflow monitors your Google Calendar to identify upcoming sales calls, filters out internal meetings, and ensures that no prospect is contacted more than once by automatically removing duplicates. By integrating directly with Gmail, the system handles the heavy lifting of sending personalized follow-ups or pre-meeting materials without any manual intervention. This automation transforms your calendar from a simple scheduling tool into a proactive sales engine. It allows your sales representatives to focus entirely on closing deals rather than administrative data entry or manual email drafting. By ensuring consistent communication and professional touchpoints for every entry in your schedule, you improve lead engagement and shorten the sales cycle. The workflow handles high volumes of meetings through batch processing, making it ideal for fast-growing sales organizations that need to maintain a high standard of communication as they scale.
Enrich HubSpot contacts with LinkedIn profiles using SerpAPI, Google Docs and AI
Maintaining a clean CRM is the foundation of effective sales and marketing, yet manual data entry often leads to inconsistencies and missing information. The HubSpot Contact Refinement automation eliminates the manual labor of cleaning lead data by automatically processing new and updated contacts. Whenever a contact is added or modified in HubSpot, this system triggers a refinement process that standardizes formatting, validates information, and ensures every record meets your organization's internal standards. By integrating with Google Docs to reference specific business rules or templates, the automation ensures that your sales team always works with high-quality, professional data. This leads to better lead scoring, more accurate email personalization, and improved reporting accuracy. Instead of spending hours auditing spreadsheets or fixing typos, your team can focus on building relationships with leads who are correctly identified and categorized. This automation transforms your HubSpot instance from a raw database into a refined, actionable sales asset that scales alongside your business growth.
Extract business card data & generate follow-ups with Google Vision OCR & GPT-4 Mini
This automation transforms the way professionals manage networking by converting physical business cards into qualified digital leads instantly. Instead of manually entering contact details after a long day at a conference, you simply snap a photo through Telegram. The AI-powered workflow immediately extracts the contact information, evaluates the lead potential, and logs the data into a centralized Google Sheet. Beyond simple data entry, the system automatically sends a personalized follow-up email via Gmail, ensuring you strike while the iron is hot. This process eliminates the forgotten stack of cards problem and significantly reduces the time-to-contact, giving you a competitive edge in relationship management. By automating the transition from a physical handshake to a digital conversation, your sales team can focus on building rapport rather than performing administrative tasks. The result is a more organized pipeline, higher conversion rates from events, and a professional first impression that happens in real-time.
Ready to build this?
Start with this recipe and customize it to your needs.
Start Building Now