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🎮 AI-Powered Multi-Game Stats Scraper

A powerful, robust Apify Actor that extracts player statistics from various gaming tracker websites (Tracker.gg, FortniteTracker, etc.) using Playwright for navigation and OpenAI GPT-4o for intelligent data parsing.

👁 Apify
👁 Playwright
👁 OpenAI

✨ Features

• Multi-Game Support: Currently supports Warzone, Fortnite, and Marvel Rivals.
• Intelligent Parsing: Uses OpenAI (GPT-4o) to extract structured JSON data from raw text dumps, making it resilient to minor UI changes on target sites.
• Smart Navigation:
  • Direct Mode: Constructs direct profile URLs when platforms are known.
  • Search Mode: Handles complex single-page application (SPA) search forms (including Vue.js event handling) for finding users manually.
• Anti-Blocking: Optimized to handle consent popups, resource blocking (fonts/media), and platform selection dropdowns.
• Residential Proxy Ready: Configured to work seamlessly with Apify's residential proxy groups.

🚀 How It Works

1. Input: Accepts a list of players, their platforms, and the games to scrape.
2. Navigation: The crawler attempts to visit the profile directly. If that fails (or is impossible), it uses an automated search strategy (typing, platform selection, Enter/Click simulation).
3. Extraction: Once on the profile page, the HTML content is captured.
4. AI Processing: The raw content is sent to OpenAI with a strict system prompt to extract specific stats (K/D, Win Rate, Matches, etc.).
5. Output: Returns a clean JSON dataset.

📦 Installation & Usage

Prerequisites

• Node.js (v16+)
• An Apify Account (for Proxy and Actor runtime)
• An OpenAI API Key

Local Development

1. Clone the repository:

   git clone [https://github.com/your-username/game-stats-scraper.git](https://github.com/your-username/game-stats-scraper.git)
   cd game-stats-scraper

2. Install dependencies:

   $npminstall

3. Set Environment Variables: Create a .env file in the root directory:

   OPENAI_API_KEY=sk-your-openai-key-here

4. Configure Input: Modify the INPUT.json file in storage/key_value_stores/default/ (or create a custom input file):

   {
   "maxConcurrency":2,
   "players":[
   {
   "username":"Ninja",
   "platform":"pc",
   "games":["fortnite"]
   },
   {
   "username":"Symfuhny",
   "platform":"psn",
   "games":["warzone"]
   }
   ],
   "proxyConfiguration":{
   "useApifyProxy":true
   }
   }

5. Run the Actor:

   $npm start

📄 Input Schema

The actor expects a JSON input object with the following structure:

Player Object:

{
"status":"success",
"game":"warzone",
"user":"Symfuhny",
"url":"[https://tracker.gg/warzone/profile/psn/Symfuhny/overview](https://tracker.gg/warzone/profile/psn/Symfuhny/overview)",
"stats":{
"username":"Symfuhny",
"rank":"Diamond 1",
"kills":"54,320",
"matchesPlayed":"8,400",
"winRate":"12.5%"
}
}
Game Key,Target URL
warzone,tracker.gg/warzone
fortnite,fortnitetracker.com
marvel-rivals,tracker.gg/marvel-rivals
"username":"User123",// Required
"platform":"psn",// Optional (psn, xbox, battlenet, steam, origin)
"games":["warzone"],// Required. Array of game keys.
"marvelId":"User#1234"// Required only for Marvel Rivals
}