Library / Lead Generation & Enrichment
Lead Generation & Enrichment
Scrape Yelp Businesses and Email Partnership Proposals
When you run it with a Yelp URL, an OpenAI agent scrapes business details and emails a partnership proposal through Gmail.
What it does
## 🚀 Yelp Business Scraper and Email Workflow for Partnership Proposal This workflow is designed to help you automatically scrape business details from a Yelp business profile (like Dr. William Kimbrough’s profile), then send a partnership proposal email to the business. Let’s break it down into 3 simple sections! --- ### 🔹 SECTION 1: Trigger & Set Yelp Business URL #### 🧩 Nodes: * ⚡ Trigger: Manual Execution * 📝 Set Yelp Business URL for Dr. William Kimbrough, MD #### 💡 What Happens: 1. Trigger the Workflow: * You manually start the workflow by clicking the "Execute" button in n8n. 2. Set Yelp Business URL: * You input the URL of the Yelp business profile for Dr. William Kimbrough (or any business you want) into the system, and this URL will serve as the data source for the rest of the workflow. Example URL: https://www.yelp.com/biz/dr-william-kimbrough-md #### ✅ How You Can Use It: * Simple Setup: This section lets you easily input the URL of any Yelp business, so you can use this workflow for multiple businesses by just changing the URL each time. * No coding skills required: Simply paste the URL, click “Execute”, and you're good to go! --- ### 🤖 SECTION 2: AI Agent Scrapes Business Information #### 🧩 Node: * 🤖 Agent: Scrape Yelp Business Info ##### Sub-Nodes Inside the Agent: * 🧠 AI Model: Process Data: Understands the data request and prepares for scraping. * 🌐 Bright Data MCP Client: Scrape as Markdown: Scrapes business data from the Yelp profile using the Bright Data MCP Client with the “scrape\_as\_markdown” tool. * 🧾 Parse Scraped Data into JSON: Takes the raw data from Yelp and organizes it into JSON format, so it’s easy to use in later steps. #### 💡 What Happens: 1. The AI Model receives the request to scrape the Yelp business profile data. 2. The MCP Client is the tool that accesses the Yelp website and scrapes the business information, such as reviews, address, hours, phone number, and services offered. 3. The scraped data is parsed and structured into a JSON format, which ensures the data is ready to be used in other steps of the workflow (e.g., sending it via email). #### ✅ How You Can Use It: * Effortless Scraping: The AI Agent automatically scrapes all the necessary business details from Yelp without you needing to manually copy or extract any information.
The steps
- 🔘 Trigger: Manual Execution
- 🔗 Set Yelp Business URL for Dr
- 🤖 Agent: Scrape Yelp Business Info
- 💬 AI Model: Process Data
- 🌐 Bright Data MCP Client
- 📧 Send Partnership Proposal to Business Email
- Auto-fixing Output Parser
- OpenAI Chat Model
- 📝 Parse Scraped Data into JSON1
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