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

Scrape mobile.de - Germany’s largest car marketplace. Prices, full specifications, seller details, image galleries, and search filters. Incremental mode detects new and changed listings. Compact output for AI agents and MCP workflows.

Pricing

from $1.00 / 1,000 results

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0.0

(0)

Developer

Black Falcon Data

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Monthly active users

a day ago

Last modified

0.2.5 — 2026-04-25 (later)

Added: WhatsApp Cloud API notifications (whatsappAccessToken + whatsappPhoneNumberId + whatsappTo).
Added: Generic JSON webhook (webhookUrl + optional webhookHeaders) — universal hook for n8n / Make / Zapier / custom backends. Receives { metadata, items } per run.
Added: USD + GBP price conversion (priceConvertedUsd, priceConvertedGbp) via Frankfurter ECB rates — fetched once per run, fail-soft to null on error.
Refactor: incremental price + repost tracking moved to a mobile.de-local module (src/priceTracker.ts) with separate KV side-states (prices__<key>, repostState__<key>) so the shared incrementalState.ts stays canonical across the workspace.
Tests: 332 passing across 14 suites.

0.2.0 — 2026-04-25

Major release: doubles output coverage, fixes silent filter failures, adds full feature parity with our adzuna/wellfound baseline.

Filter correctness (P0):

Fixed: fuelType: ELECTRIC previously produced an unmatched URL parameter — now correctly maps to mobile.de's ELECTRICITY. Same fix for PLUG_IN_HYBRID → HYBRID_PLUGIN, HYDROGEN → HYDROGENIUM, SEMI_AUTOMATIC_GEAR → SEMIAUTOMATIC_GEAR, and 6 of 9 body-type values (KOMBI → EstateCar, KLEINWAGEN → SmallCar, COUPE → SportsCar, GELAENDEWAGEN → OffRoad, LIMOUSINE → Limousine, VAN → Van). Listings now actually match the requested filter.
Changed: sort order now uses mobile.de's canonical sb/od URL params (was sr numeric values that mobile.de ignored).
Changed: powerMin/powerMax now auto-convert PS → kW (mobile.de URL expects kW).

Detail enrichment (P1) — 30+ new output fields:

Added: includeDetails input (default false). When enabled, fetches each listing's detail page and unlocks: vin, description, descriptionHtml, descriptionMarkdown, features (40+ equipment items), accidentFree, previousOwners, huStatus, cubicCapacityCc, cylinders, driveType, batteryCapacityKwh, colorManufacturer, interiorMaterial, interiorColor, series, trimLevel, availability, origin, weight, trailerLoadBraked, trailerLoadUnbraked, climatisation, parkAssists, airbags, sellerStreet, sellerZipCity, sellerLatitude, sellerLongitude, sellerPhones, sellerLanguages, sellerYearsOnPlatform.
Added: descriptionMaxLength input — truncate descriptions for AI-pipeline use.
Fixed: make/model parsing now uses JSON-LD BreadcrumbList from detail pages (was naive title-split that broke on "Land Rover", "Alfa Romeo", "Mercedes-Benz"). SERP fallback handles these multi-word makes locally.
Added: contentHash output field (SHA-256 fingerprint of content-identifying fields).

Output normalization (P2):

Added: fuelType, transmission, bodyType, condition, color, priceRating now emit canonical English enums (e.g. ELECTRIC, AUTOMATIC, SEDAN, NEW, WHITE, GOOD).
Added: *Raw siblings preserve the original German values (fuelTypeRaw: "Elektro").
Added: firstRegistrationDate field (ISO YYYY-MM-01) alongside the legacy firstRegistration (MM/YYYY).
Added: yearOfManufacture derived from registration.
Added: accidentFree boolean derived from condition raw text.

Multi-select filters (P2):

Changed: fuelType, transmission, bodyType, condition now accept arrays for multi-select. Single-string values still work.
Added: category input — search Cars, Motorbikes, Motorhomes, Vans, Trucks, Buses, Trailers, Construction & Agricultural Vehicles.
Added: exteriorColor multi-select filter.
Added: damageStatus filter (ANY / EXCLUDE / ONLY).
Added: model accepts multiple comma-separated or JSON-array values.
Added: radiusMiles alternative to radiusKm.

Performance (P2):

Changed: pages 2..N now fetched in parallel via maxConcurrency (default 5). Cuts runtime ~3× for multi-page queries.
Added: detail enrichment fetches in parallel as well.

Notifications (P2):

Added: Slack / Telegram / Discord webhook integration. Sends new + price-changed listings as formatted messages with thumbnail, price, mileage, registration, and seller.
Added: notificationLimit, notifyOnlyChanges, includeRunMetadata controls.

Incremental & monitoring (P2):

Added: emitUnchanged and emitExpired inputs (the README example finally works).
Added: priceChange (UP / DOWN) and priceChangeAmount fields on incremental runs — the same price-direction signal azzouzana charges $0.25/run for, included in our base $0.001/result.

Post-fetch filters (P2):

Added: includeKeywords / excludeKeywords keyword DSL with field scoping (title / subtitle / description / features).
Added: customFilters rule engine (e.g. drop listings containing "Bastler", require powerPs >= 300).
Added: fromDate / toDate / maxAgeMinutes filters.

Competitive moats (P3):

Added: dealer phone numbers (sellerPhones).
Added: dealer GPS coordinates (sellerLatitude / sellerLongitude) — extracted from contactInfo.latLong or mapLink fallback.
Added: dealer language list (sellerLanguages).
Added: dealer street + city + opening hours.
Added: reviewLimit input — extract dealer review text bodies (capped, default 0).
Added: sellerWebsite, sellerWhatsapp fields.

Schema fixes (P0):

Fixed: dataset_schema.json no longer declares isRepost / repostOfId / repostDetectedAt twice.
Added: every new output field is wired into the dataset preview ("Overview" + "All Fields" views).

Performance:

Bumped: defaultRunOptions.memoryMbytes to 256 (was 128 — too tight for parallel detail enrichment).
Bumped: maxResults cap to 10,000 (was 1,000).

Tests:

240+ tests across 11 suites (was 111). New: enums.test.ts, urlBuilder.test.ts, filters.test.ts, notifications.test.ts, routes.fixture.test.ts, detailEnricher.fixture.test.ts.

0.1.x — 2026-04-14

Note: prior CHANGELOG claimed descriptionHtml, descriptionMarkdown, contentHash were added — they were declared in the type but never populated. Properly delivered in 0.2.0 (above).

[0.1.0] - 2026-03-21

Initial release.

29 SERP-only output fields
Keyword + make/model + start-URL inputs
Price, mileage, year, power, location-radius range filters
Condition, fuel type, transmission, body type, seller type single-select enums
Sort (relevance, price, mileage, registration date)
PAY_PER_EVENT pricing: $0.005/start + $0.001/result
Scrape.do super-mode integration
Incremental mode with NEW/UPDATED/UNCHANGED/EXPIRED + repost detection
Compact output mode

Mobile.de Scraper

shahidirfan/mobile-de-scraper

Extract car listings from Mobile.de with ease. Scrape vehicle details, prices, and seller info from Germany's largest automotive marketplace. Perfect for market research, competitor analysis, and price tracking. Get structured car data instantly.

Shahid Irfan

Mobile.de Auto Scraper

lexis-solutions/mobile-de-auto-scraper

Scrape car data from mobile.de. Simple and powerful CSV/JSON car data extraction. Scrape new and used cars for sale on mobile.de.

Lexis Solutions

5.0

🔍🚗⭐ Mobile.de Reviews Scraper

3x1t/mobile-de-reviews-scraper-ppr

Effortlessly scrape dealer reviews and metadata from Germany's largest vehicle marketplace, Mobile.de. Fast, cheap & reliable.

3x1t

Mobile Cars Search Scraper

stealth_mode/mobile-cars-search-scraper

Scrape comprehensive vehicle listings from Mobile.de, Germany's largest automotive marketplace. Extract car specifications, pricing, seller information, and financing options from search results. Ideal for automotive dealers, market analysts, and price comparison platforms.

Stealth mode

Mobile.de Scraper

ivanvs/mobile-de-scraper

Extract data from mobile.de for data on thousands of car listings. Scrape car listings, extract descriptions, images, prices, mileage, contact number, addresses, names, engine information, the transmission of the car, and all other listing details.

Gen First

228

5.0

Mobile.de Scraper — Germany

scrappinglatam/mobile-de-scraper

Scrape vehicle listings from Mobile.de, Germany's largest automotive marketplace. Filter by make, model, year range, price, mileage and fuel type. Covers cars and heavy machinery.

ScrappingLatam

DBA Scraper - Denmark’s Largest Marketplace

blackfalcondata/dba-listings-scraper

Scrape dba.dk - Denmark’s largest marketplace with 500K+ active listings. Prices, condition details, seller info, images, and full item descriptions. Incremental mode detects new and changed listings. Compact output for AI agents and MCP workflows.

Black Falcon Data