🚗 Mobile.de Vehicle Scraper

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

Paste an input_url from your browser once you've already filtered on Mobile.de (also the best way to target a precise make+model), or use structured filters (make, price, mileage, year, fuel, gearbox) — structured filters work better for AI agents. When input_url is set it overrides the filters. Either way, you get up to 200 car listings with technical specifications, pricing, and seller details as CSV or JSON.

💡 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

• 🔗 Input URL or Filters: Paste a Mobile.de search URL (input_url) if you already filtered in the browser, or use structured filters (better for AI agents). input_url always wins when set.
• 🎯 Structured Filters: Search by make, price, mileage, year, fuel type, and gearbox — no URL crafting required.
• ⚙️ 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

🛠️ Sort options

Use sort_by to control result order:

• Most Relevant – Site default ranking
• Lowest / Highest Price
• Lowest / Highest KM
• Newest / Oldest – By first registration

🚀 Quick start

Option A — Input URL

1. Open Mobile.de, apply filters in the browser (including make+model), copy the results URL.
2. Paste it into input_url.
3. Set max_cars (up to 200) and click Start.

Option B — Structured filters (better for AI agents)

1. Leave input_url empty.
2. Set filters (e.g. make BMW, price max 50000, year from 2020).
3. Choose sort_by if you care about order; set max_cars.
4. Click Start and export CSV, Excel, or JSON when done.

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Tech details for developers 🧑‍💻

Input Example (structured filters):

{
  "make": "BMW",
  "price_min": 20000,
  "price_max": 80000,
  "mileage_min": 10000,
  "mileage_max": 50000,
  "year_min": 2023,
  "year_max": 2026,
  "energy": "DIESEL",
  "gearbox": "AUTOMATIC_GEAR",
  "sort_by": "Lowest Price",
  "max_cars": 100
}

Input Example (URL override):

{
  "input_url": "https://suchen.mobile.de/fahrzeuge/search.html?dam=false&isSearchRequest=true&s=Car&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	Description
input_url	string	No	—	Paste a mobile.de search URL; overrides all filters below when set. Also the best way to get precise make+model. Leave empty to use filters (better for AI agents).
make	string (select)	No	—	Car brand, matching mobile.de's own make list exactly (182 brands, e.g. Audi, BMW, Mercedes-Benz, Volkswagen, Porsche, Citroën, …). For a specific model, prefer pasting an input_url from the browser.
ms	string	No	—	Advanced: raw make/model value copied from a Mobile.de search URL. Overrides make.
price_min / price_max	integer	No	—	Price range in €.
mileage_min / mileage_max	integer	No	—	Mileage range in km.
year_min / year_max	integer	No	—	First-registration year range.
energy	string	No	any	Fuel: PETROL, DIESEL, ELECTRICITY, HYBRID, HYBRID_DIESEL, CNG, LPG, HYDROGENIUM, ETHANOL, OTHER.
gearbox	string	No	any	AUTOMATIC_GEAR, MANUAL_GEAR, or SEMIAUTOMATIC_GEAR.
sort_by	string	No	Most Relevant	See sort options above.
max_cars	integer	No	100	Max listings (1–200).

Notes on make

• make is now a dropdown built from mobile.de's live make filter, so every value maps to a real numeric make ID used by the site's search — no more invalid/typo'd brands.
• Includes 182 brands (mainstream, luxury, classic, and niche), plus Andere for "Other / Unlisted".

Notes on filters

• input_url always wins over filters when provided.
• For a specific model, filter on Mobile.de in the browser and paste the URL into input_url.
• Each run returns at most max_cars listings (1–200).