23 Analyze Customer Lifetime Value

## 🤖 **Section 2: Scraping Customer Data with Agent**

### 🧱 Nodes:

* **🤖 `Scrape Customer Profiles & Orders (Agent)`**

  * ⚙️ **`AI Assistant (OpenAI Chat Model)`**
  * 🌐 **`Bright Data MCP Scraper`**
  * 🧾 **`Format Agent Output (Structured Output Parser)`**

### 📖 What Happens Here:

The **AI Agent** (powered by OpenAI and Bright Data MCP) accesses your dashboard and scrapes:

* 📇 **Customer profiles**
* 🛒 **Their purchase/order history**

The **Structured Output Parser** then **cleans up and organizes** this data into a format that other nodes can use.

💡 **Beginner Tip:**
This is like a smart assistant that goes to your admin dashboard, collects important info, and makes sure it’s readable for the next steps.

✅ **Why it’s useful:**
Even if the data is messy or complex on the dashboard, this section makes sure it’s clean and ready to use in your automation.

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