🎣 AI chat agent: Dumpling AI + GPT-4o to auto-save local business data to Airtable

⚡ 1,331 views · 🎣 Lead Generation & Enrichment

💡 Pro Tip — For lead enrichment, ScraperNode can pull LinkedIn profiles, company data, and job listings directly into your pipeline — useful for building prospect lists without manual research.

Description

Who is this for?

This workflow is for digital marketers, small business owners, lead generation agencies, and VAs who need a scalable way to find and store local business leads using AI. It’s especially useful for teams that want to enrich leads with real-time news insights and save the structured data to Airtable.

What problem is this workflow solving?

Manually researching local businesses and staying up to date with relevant news is time-consuming and inefficient. This automation eliminates that burden by using Dumpling AI chat agents to generate leads and context, GPT-4o to summarize, and Airtable to store everything in one place.

What this workflow does

This AI workflow listens for a manual trigger in n8n and executes the following steps:

1. Extracts local business leads using a Local Business Agent from Dumpling AI.
2. Pulls current news related to the business type or location using a News Agent from Dumpling AI.
3. Uses GPT-4o to combine both responses into a human-readable summary.
4. Extracts structured lead data like name, category, and city.
5. Saves the summary and lead data into Airtable for easy follow-up.

Setup

1. Create AI Agents in Dumpling AI

• Sign in at Dumpling AI
• Create two separate agents:
  • Local Business Agent: Designed to respond with structured lists of businesses by location and category.
  • News Agent: Designed to fetch relevant recent news and summaries about a specific industry or region.
• After setting up each agent, copy the Agent Key from Dumpling AI. These keys will be required in the headers of your HTTP Request nodes in n8n.

2. Manual Trigger

• This workflow begins with a manual trigger inside n8n, Which is the When chat message is recieved.
• This makes it easy to test and reuse, especially during setup.

3. Get Local Business Data from Dumpling AI

• The first HTTP Request node sends a prompt like List 5 top real estate companies in Atlanta with full address and services.
• Include your Local Business Agent Key in the x-agent-key header.
• The response will return a structured list of business leads.

4. Get News Context from Dumpling AI

• The second HTTP Request node sends a prompt such as Give me the latest news related to the real estate market in Atlanta.
• Use your News Agent Key in the header.
• This fetches a brief set of recent news summaries relevant to the businesses being researched.

5. Use GPT-4o to Merge and Summarize

• The GPT node combines the list of businesses and news into one coherent summary.
• You can modify the prompt to output in paragraph format, bullet points, or structured notes.

6. Save Lead to Airtable

• The Airtable node sends all structured fields into your selected base and table.
• Be sure to connect your Airtable account and confirm the columns match exactly.

How to customize this workflow

• Replace the prompt inside the HTTP node to focus on different types of businesses or cities.
• Expand the GPT output to include additional lead info like websites, phone numbers, or emails if the agent includes them.
• Add a webhook trigger to allow this flow to be run via a chatbot, external app, or button.
• Link to HubSpot or another CRM to sync the leads automatically.
• Duplicate the process to run for multiple industries in parallel.

Final Notes

• You must create and configure your Dumpling AI agents first before running this workflow.
• The Agent Keys from Dumpling AI are required in both HTTP Request nodes.
• This flow is modular and flexible, ready for deeper CRM integrations.
• The manual trigger is great for testing, but you can add a Webhook node to automate it.

This workflow helps you launch an intelligent lead gen process that combines location-targeted business discovery, AI-generated insights, and structured CRM-friendly output, all powered by Dumpling AI and OpenAI.

🔗 Nodes Used

AI Agent, OpenAI Chat Model, Simple Memory, Chat Trigger, HTTP Request Tool

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup