1. Scrape Stack Overflow for Leads

## 🤖 **Section 2: AI-Powered Scraping Brain**

> *“Let the AI handle the heavy lifting.”*

### 🤖 **AI Agent: Generate Scraper Instructions**

📌 **What it does**:
This is the **core automation brain**. It receives the input, uses your prompt and memory, and knows it should activate Bright Data to scrape user profiles from Stack Overflow.

💡 **Why it's useful**:
Instead of coding every scraping rule manually, you let an **AI agent manage tools and instructions**.

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#### 🔗 **Connected Sub-Tools**:

##### 🧠 **Conversation Memory**

🧊 Saves context between steps so the agent “remembers” what the task is about.

##### 🔌 **Bright Data: StackOverflow Scraper (HTML)**

🕸 Executes the **HTML scraping tool on Bright Data MCP**.
It grabs the page, processes the DOM, and scrapes user profile data.

##### 🧩 **Parse Scraped Profiles**

📑 Uses a structured output parser to **convert the scraped HTML/markdown** into clean JSON data like:

```json
{
  "name": "Jon Skeet",
  "location": "UK",
  "profileUrl": "...",
  "tags": "java, c#",
  "reputation": "320"
}
```

💡 **Why it's useful**:
You don’t need to manually extract data using selectors — the AI does it intelligently.

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