🚗 Mobile.de Vehicle Scraper

Want to find the perfect car or analyze the used car market in Europe? This scraper makes it super easy!

Just paste a Mobile.de search URL (with your desired filters for make, model, year, etc.), and the scraper will extract up to 200 car listings, neatly packing all the technical specifications, pricing, and seller details into a CSV or JSON file.

💡 Perfect for...

• Car Buyers: Monitor the market for the best deals on your dream car across Europe.
• Dealerships: Keep an eye on competitors' pricing and inventory to stay competitive.
• Market Research: Analyze trends in the European used car market (average prices, most popular models, mileage vs. price depreciation).
• Data Analysts: Download clean, structured data for visualizations, dashboards, or predictive pricing models.
• 🤖 OpenClaw & AI Agents: Power your autonomous agents with real-time car listings. Perfect for OpenClaw workflows and bots tracking specific vehicles.
• 📚 RAG Systems: Feed detailed car specifications and pricing into Retrieval-Augmented Generation pipelines to answer complex queries about the automotive market.
• 🔗 AI Workflows: Integrate seamlessly with LangChain, AutoGPT, CrewAI, and other AI frameworks that need structured automotive data.

✨ Why you'll love this scraper

• 🎯 Pinpoint Accuracy: Start from any Mobile.de search URL. Apply your filters on the website, copy the link, and let the scraper do the rest.
• ⚙️ Deep Specifications: Extracts not just the price, but detailed specs like engine power, capacity, fuel type, transmission, mileage, and registration year.
• 🌍 European Market: Tap into Europe's largest vehicle marketplace.
• 👤 Seller Insights: Get dealer names, addresses, ratings, and spoken languages.

📦 What's inside the data?

For every single car listing, you will get:

• Core Details: url, img_url, images, make, model, model_info, description
• Technical Specs: first_registration, year, km, power, power_kw, fuel_type, transmission, cubic_capacity, cylinders, weight, engine_type
• Body & Condition: seats, doors, color, manufacturer_color, interior, damage_condition, hu
• Pricing & Seller: price, currency, vat_status, dealer_name, dealer_address, dealer_rating, dealer_rating_count, dealer_languages, location
• Emissions & Efficiency: emission_class, environmental_badge, consumption, co2_emissions, co2_class, vehicle_tax
• Extra Features: features, category, owners, country_version, availability, details

🚀 Quick start

1. Go to Mobile.de and perform a search (e.g., BMW, max price 50000€).
2. Copy the URL from your browser's address bar.
3. Paste the URL into the input_url field of the scraper.
4. Set max_cars (how many listings you want, up to 200).
5. Click Start and let it run! 🏎️ Once it's done, you can export your data as a CSV, Excel spreadsheet, or JSON file.

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Tech details for developers 🧑‍💻

Input Example:

{
  "input_url": "https://suchen.mobile.de/fahrzeuge/search.html?dam=false&fr=2023%3A2026&isSearchRequest=true&ml=10000%3A50000&ms=3500%3B%3B21%3B&od=up&p=20000%3A80000&pageNumber=1&ref=srpNextPage&s=Car&sb=rel&vc=Car",
  "max_cars": 200
}

Output Example:

{
  "url": "https://suchen.mobile.de/fahrzeuge/details.html?id=457757262",
  "img_url": "https://img.classistatic.de/api/v1/mo-prod/images/ab/abcd?rule=mo-360",
  "images": ["https://img.classistatic.de/api/v1/mo-prod/images/ab/abcd?rule=mo-360"],
  "make": "BMW",
  "model": "340",
  "model_info": "d Touring xDrive FACEL. PANO HUD 360° LED",
  "price": 42350.0,
  "currency": "EUR",
  "vat_status": "19% MwSt.",
  "description": "Sonderausstattung: M Sportpaket, Comfort Paket ...",
  "features": ["ABS", "Allradantrieb", "LED-Scheinwerfer", "Navigationssystem"],
  "first_registration": "08/2025",
  "year": 2025,
  "km": 25040,
  "power": "250 kW (340 PS)",
  "power_kw": 250.0,
  "fuel_type": "Diesel",
  "transmission": "Automatik",
  "cubic_capacity": "2.993 cm³",
  "cylinders": "6",
  "seats": "5",
  "doors": "4/5",
  "color": "Schwarz",
  "emission_class": "Euro6",
  "co2_emissions": "156 g/km",
  "dealer_name": "Autohaus Unterberger GmbH",
  "dealer_address": "Hermann-Mitsch Str. 17 DE-79108 Freiburg",
  "dealer_rating": "4,7",
  "location": "DE-79108 Freiburg"
}

Parameters:

Parameter	Type	Required	Default	Min	Max	Description
input_url	string	Yes	Mobile.de BMW search URL	-	-	Full Mobile.de search URL after applying filters and sort.
max_cars	integer	No	100	1	200	Maximum number of vehicle detail pages to scrape.

Note: For larger runs, we recommend allocating 4-8 GB of memory to the Actor.