mobile.de Car Scraper - Germany’s Largest Car Marketplace

What does mobile.de Car Scraper do?

mobile.de Car Scraper extracts structured listing data from mobile.de — including ratings and reviews. It supports keyword search and controllable result limits, so you can run the same query consistently over time.

Key features

• Incremental mode — recurring runs emit and charge only for listings that are new or whose tracked content changed. First run builds the baseline state; subsequent runs emit only new or changed records.
• Compact mode — AI-agent and MCP-friendly payloads with core fields only.

What data can you extract from mobile.de?

Each result includes Core listing fields (listingId, listingKey, canonicalUrl, title, make, model, price, and priceCurrency, and more). In standard mode, all fields are always present — unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Input

The main inputs are a search keyword and a result limit. Additional filters and options are available in the input schema.

Key parameters:

• query — Free-text search keywords (e.g. 'VW Golf GTI'). Use JSON array for multi-query.
• make — Car make / brand (e.g. 'Volkswagen', 'BMW', 'Mercedes-Benz').
• model — Car model (e.g. 'Golf', '3er', 'C-Klasse'). Requires make.
• startUrls — Direct mobile.de search URLs. Use this for full filter control.
• maxResults — Maximum total listings to return (0 = unlimited). (default: 25)
• maxPages — Maximum search result pages to scrape per source. (default: 5)
• condition — Filter by vehicle condition.
• fuelType — Filter by fuel type.
• transmission — Filter by transmission type.
• bodyType — Filter by body type / vehicle category.
• sellerType — Filter by seller type.
• priceMin — Minimum price in EUR.
• ...and 14 more parameters

Input examples

Basic search — Keyword-driven search with a result cap.

→ Full payload per result — all standard fields populated where the source provides them.

{
  "query": "volkswagen golf",
  "maxResults": 50
}

Incremental tracking — Only emit jobs that changed since the previous run with this stateKey.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set emitUnchanged: true to include unchanged records as well.

{
  "query": "volkswagen golf",
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "volkswagen-golf-tracker"
}

Compact output for AI agents — Return only core fields for AI-agent and MCP workflows.

→ Small payload with the most important fields — ideal for piping into LLMs without token overhead.

{
  "query": "volkswagen golf",
  "maxResults": 50,
  "compact": true
}

Output

Each run produces a dataset of structured listing records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example listing record

{
  "listingId": "7a358277a4357caa4233978183ddb9ae0a1ae164a14d260fcf531c3dc19b875f",
  "listingKey": "444927632",
  "canonicalUrl": "https://suchen.mobile.de/fahrzeuge/details.html?id=444927632",
  "title": "Volkswagen GolfVIII GTI Clubsport 2.0 TSI Performance IQ-L",
  "make": "Volkswagen",
  "model": "GolfVIII",
  "price": 43933,
  "priceCurrency": "EUR",
  "priceType": "FIXED",
  "vatDeductible": true,
  "mileageKm": 13614,
  "firstRegistration": "09/2024",
  "fuelType": "Benzin",
  "powerKw": 221,
  "powerPs": 300,
  "condition": null,
  "priceRating": null,
  "sellerName": "Volkswagen Automobile Berlin GmbH",
  "sellerType": "DEALER",
  "sellerRating": 4.8,
  "sellerReviewCount": 218,
  "location": "10587 Berlin",
  "imageUrls": [
    "https://img.classistatic.de/api/v1/mo-prod/images/7d/7ddc08c6-d05a-4f5e-8640-295d97bc4bf7?rule=mo-160w"
  ],
  "numImages": 1,
  "sourceUrl": "https://suchen.mobile.de/fahrzeuge/details.html?id=444927632",
  "searchQuery": "volkswagen golf",
  "searchUrl": "https://suchen.mobile.de/fahrzeuge/search.html?s=Car&isSearchRequest=true&q=volkswagen+golf&sr=0",
  "isSponsored": true,
  "scrapedAt": "2026-03-21T23:05:24.446Z"
}

Incremental fields

When incremental: true, each record also carries:

• changeType — one of NEW, UPDATED, UNCHANGED, REAPPEARED, EXPIRED.
• firstSeenAt, lastSeenAt — ISO-8601 timestamps tracking the listing across runs.
• isRepost, repostOfId, repostDetectedAt — populated when a new listing matches the tracked content of a previously expired one. Set skipReposts: true to drop detected reposts from the output.

How to scrape mobile.de

1. Go to mobile.de Car Scraper in Apify Console.
2. Enter a search keyword.
3. Set maxResults to control how many results you need.
4. Click Start and wait for the run to finish.
5. Export the dataset as JSON, CSV, or Excel.

Use cases

• Extract listing data from mobile.de for market research and competitive analysis.
• Track pricing trends across regions and categories over time.
• Monitor new and changed listings on scheduled runs without processing the full dataset every time.
• Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
• Export clean, structured data to dashboards, spreadsheets, or data warehouses.
• Collect ratings and reviews for reputation monitoring and benchmarking.

How much does it cost to scrape mobile.de?

mobile.de Car Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

• Run start: $0.005 per run
• Per result: $0.001 per listing record

Example costs:

• 10 results: $0.01
• 100 results: $0.11
• 500 results: $0.51

Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of listings that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 100 results per run, daily polling (30 runs/month). Event-pricing examples scale linearly with result count.

Churn rate	Full re-scrape run cost	Incremental run cost	Savings vs full re-scrape	Monthly cost after baseline
5% — stable niche query	$0.11	$0.01	$0.10 (90%)	$0.30
15% — moderate broad query	$0.11	$0.02	$0.09 (81%)	$0.60
30% — high-volume aggregator	$0.11	$0.03	$0.07 (67%)	$1.05

Full re-scrape monthly cost at daily polling: $3.15. First month with incremental costs $0.40 / $0.68 / $1.12 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

FAQ

How many results can I get from mobile.de?

The number of results depends on the search query and available listings on mobile.de. Use the maxResults parameter to control how many results are returned per run.

Does mobile.de Car Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate mobile.de Car Scraper with other apps?

Yes. mobile.de Car Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use mobile.de Car Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use mobile.de Car Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode and descriptionMaxLength to keep payloads manageable for LLM context windows.

Is it legal to scrape mobile.de?

This actor extracts publicly available data from mobile.de. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

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Getting started with Apify

New to Apify? Create a free account with $5 credit — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click Start — export results as JSON, CSV, or Excel

Need more later? See Apify pricing.