🚗 Hatla2ee Scraper

Want Egyptian used cars from Hatla2ee without clicking through pages? This scraper makes it easy.

Use structured filters (make, city) — structured filters work better for AI agents — or paste an input_url from your browser once you've already filtered on Hatla2ee. When input_url is set it overrides the filters below. Either way, you get clean CSV/JSON with EGP prices, specs, city, and photos.

💡 Perfect for...

• Buyers & Dealers: Track Hyundai, Toyota, Kia and more across Cairo, Alexandria, and other cities.
• Marketplaces: Monitor competitor inventory and pricing.
• Market Research: Analyze EGP pricing and mileage by city.
• Data Analysts: Export structured Hatla2ee data for dashboards.
• 🤖 AI Agents: Power bots and OpenClaw workflows with live Hatla2ee results.
• 📚 RAG Systems: Feed titles, specs, and prices into retrieval pipelines.
• 🔗 AI Workflows: Plug into LangChain, AutoGPT, CrewAI, and similar stacks.

✨ Why you'll love this scraper

• 🔗 Input URL or Filters: Paste a Hatla2ee /en/car/... URL (input_url) if you already filtered in the browser, or use structured filters (better for AI agents). input_url always wins when set.
• 🎯 Website-Matched Filters: Make and city dropdowns use the same slugs as eg.hatla2ee.com.
• 🇪🇬 Built for Egypt: Covers the English Hatla2ee classifieds.

📦 What's inside the data?

For every car listing, you will get:

• Core Details: id, url, title, make, model, year
• Specs: mileage_km, fuel, transmission
• Pricing: price, price_currency (EGP)
• Contact / Media: city, phone, image_url

🚀 Quick start

Option A — Input URL

1. Open Hatla2ee cars, apply filters, copy the URL — e.g. https://eg.hatla2ee.com/en/car/hyundai.
2. Paste it into input_url.
3. Set max_results and click Start.

Option B — Structured filters (better for AI agents)

1. Leave input_url empty.
2. Pick make and/or city from the dropdowns.
3. Set max_results (up to 2000) and click Start.

---

Tech details for developers 🧑‍💻

Input Example (filters):

{
  "make": "hyundai",
  "city": "cairo",
  "max_results": 100
}

Input Example (URL override):

{
  "input_url": "https://eg.hatla2ee.com/en/car/toyota/page/2",
  "max_results": 50
}

Output Example:

{
  "id": "7271453",
  "url": "https://eg.hatla2ee.com/en/car/hyundai/i10/7271453",
  "title": "Hyundai i10",
  "make": "Hyundai",
  "model": "i10",
  "mileage_km": 150000,
  "price": 330000,
  "price_currency": "EGP",
  "fuel": "diesel",
  "transmission": "manual",
  "city": "Damietta",
  "phone": "+201030530791"
}

📋 Input reference (detailed)

Parameter	Type	Required	Default	Description
input_url	string	No	—	Paste a Hatla2ee /en/car/... URL; overrides filters when set.
make	string enum	No	all	Make slug (e.g. hyundai, toyota). Same as /en/car/{make}.
city	string enum	No	all	City slug (e.g. cairo, alexandria). Same as /en/car/city/{city}.
max_results	integer	No	50	Maximum listings (1–2000).

Notes on filters

• Prefer exact enum strings from the Apify input dropdowns (same values as Hatla2ee).
• Combined make + city uses Hatla2ee's /en/car/search?make=&city= URL.
• input_url always wins over filters when provided.