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AutoScout24 Scraper: Extract Automotive Data - Market Intelligence & Pricing

Introduction

AutoScout24 is the largest pan-European online car marketplace with over 30 million monthly users and more than 2 million vehicle listings. The platform aggregates new and used cars, motorcycles, and commercial vehicles from dealers and private sellers across Europe, making it an invaluable data source for automotive professionals, market researchers, and businesses in the automotive sector.

Accessing this vast repository of automotive data manually is time-consuming and impractical for professionals who need to analyze market trends, monitor competitor pricing, or manage inventory strategies. The AutoScout24 scraper solves this challenge by automating the extraction of detailed vehicle information, transforming hours of manual work into minutes of automated data collection.

Overview of AutoScout24 Scraper

The AutoScout24 automotive details scraper is a specialized data extraction tool designed to collect comprehensive vehicle information from AutoScout24 listing pages. This scraper automates the process of gathering detailed automotive data, eliminating the need for manual copy-pasting and enabling large-scale market research.

Key Capabilities:

• Extracts complete vehicle specifications and pricing information
• Captures dealer details and contact information
• Retrieves multimedia content including images and 360° views
• Collects financing and leasing details
• Gathers customer ratings and reviews
• Supports multiple listings simultaneously

Ideal Users:

• Automotive dealers monitoring competitor inventory and pricing
• Market research firms analyzing automotive trends
• Price comparison platforms building comprehensive databases
• Automotive consultants providing market intelligence
• Fleet management companies sourcing vehicles
• Data analysts studying European automotive markets

Input and Output Specifications

Example url 1: https://www.autoscout24.com/offers/mercedes-benz-e-300-e300de-avantg-standhz-leder-ahk-navi-kam-led-18-diesel-grey-349fdb22-d083-4821-afcf-205c9cca2cb1?ipc=recommendation&ipl=homepage-engine-itemBased&source_otp=t50&ap_tier=t50&boosting_product=mia&relevance_adjustment=boost&applied_boost_level=t50&boost_level=t50&source=homepage_most-searched&position=2

Example url 2: https://www.autoscout24.com/offers/mercedes-benz-e-300-d-9g-tronic-amg-navi-temp-kamera-side-diesel-grey-8fc1a2cd-77a2-430e-abcd-a7fa85fe3667?ipc=recommendation&ipl=detailpage-engine-itemBased&source=detailpage_recommender&position=2&source_otp=nfm&ap_tier=t50&applied_boost_level=t50&boost_level=t50&topspot_algorithm=nfm-default&topspot_dealer_id=15800197&relevance_adjustment=sponsored&boosting_product=mia

Example url 3: https://www.autoscout24.com/offers/mercedes-benz-e-300-d-4m-amg-distronic-multibeam-ahk-360-k-diesel-grey-39a7829f-6f57-42c3-a24c-8d3f86391058?ipc=recommendation&ipl=detailpage-engine-itemBased&source=detailpage_recommender&position=4&source_otp=nfm&ap_tier=t50&applied_boost_level=t50&boost_level=t50&topspot_algorithm=nfm-default&topspot_dealer_id=50484961&relevance_adjustment=sponsored&boosting_product=mia

Example Screenshot of automotive information page:

Input Format

The scraper accepts JSON configuration with specific parameters to control the extraction process:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "urls": [ // Links to automotive information pages.
    "https://www.autoscout24.com/offers/mercedes-benz-e-300-e300de-avantg-standhz-leder-ahk-navi-kam-led-18-diesel-grey-349fdb22-d083-4821-afcf-205c9cca2cb1?ipc=recommendation&ipl=homepage-engine-itemBased&source_otp=t50&ap_tier=t50&boosting_product=mia&relevance_adjustment=boost&applied_boost_level=t50&boost_level=t50&source=homepage_most-searched&position=2",
    "https://www.autoscout24.com/offers/mercedes-benz-e-300-d-9g-tronic-amg-navi-temp-kamera-side-diesel-grey-8fc1a2cd-77a2-430e-abcd-a7fa85fe3667?ipc=recommendation&ipl=detailpage-engine-itemBased&source=detailpage_recommender&position=2&source_otp=nfm&ap_tier=t50&applied_boost_level=t50&boost_level=t50&topspot_algorithm=nfm-default&topspot_dealer_id=15800197&relevance_adjustment=sponsored&boosting_product=mia",
    "https://www.autoscout24.com/offers/mercedes-benz-e-300-d-4m-amg-distronic-multibeam-ahk-360-k-diesel-grey-39a7829f-6f57-42c3-a24c-8d3f86391058?ipc=recommendation&ipl=detailpage-engine-itemBased&source=detailpage_recommender&position=4&source_otp=nfm&ap_tier=t50&applied_boost_level=t50&boost_level=t50&topspot_algorithm=nfm-default&topspot_dealer_id=50484961&relevance_adjustment=sponsored&boosting_product=mia"
  ]
}

Key Input Parameters:

• max_retries_per_url: Controls the maximum number of retry attempts for each URL, ensuring reliable data extraction even if initial requests fail
• proxy configuration: Essential for avoiding bot detection and maintaining consistent access to autoscout24's servers
• urls array: Contains the specific autoscout24 automotive detail page URLs you want to scrape

The proxy settings are particularly important as they help maintain access reliability and prevent IP blocking during data collection processes.

Output Format and Data Fields

You get the output from the autoscout24.com Automotive Details Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of automotive information
  {
  "id": "349fdb22-d083-4821-afcf-205c9cca2cb1",
  "url": "https://www.autoscout24.com/offers/mercedes-benz-e-300-e300de-avantg-standhz-leder-ahk-navi-kam-led-18-diesel-grey-349fdb22-d083-4821-afcf-205c9cca2cb1?ipc=recommendation&ipl=homepage-engine-itemBased&source_otp=t50&ap_tier=t50&boosting_product=mia&relevance_adjustment=boost&applied_boost_level=t50&boost_level=t50&source=homepage_most-searched&position=2",
  "search_result_type": "Organic",
  "is_deliverable": false,
  "description": "FAHRZEUGNUMMER FÜR KUNDENANFRAGEN:<strong> VA760898<br /></strong><br /><ul><li><strong>HYBRID / DIESEL / ELEKTROMOTOR 90 KW (225 KW)</strong></li><li>GEPFLEGTES FAHRZEUG AUS 1. HAND</li><li>WARTUNGEN &amp; SERVICE VON MERCEDES BENZ (SIEHE SCHECKHEFT)</li><li>LETZTER SERVICE BEI 54.318 KM (4. SERVICE-EINTRÄGE)</li><li><strong>DEUTSCHES FAHRZEUG / KEIN IMPORTFAHRZEUG</strong></li><li><strong>METALLIC-LACKIERUNG</strong></li><li><strong>MODELL: AVANTGARDE</strong></li><li><strong>AGILITY CONTROL FAHRWERK</strong></li><li><strong>3 FAHRMODI (NORMAL, COMFORT UND SPORT-MODUS)</strong></li><li><strong>PAKET: BUSINESS</strong></li><li><strong>PAKET: SPIEGEL</strong></li><li><strong>PAKET: AIR BALANCE</strong></li><li><strong>ANHÄNGERKUPPLUNG SCHWENKBAR</strong></li><li><strong>18 ZOLL LM FELGEN</strong></li><li>EURO 6d TEMP</li></ul><br /><ul><li><strong>AUTOMATIK 9G-TRONIC GETRIEBE</strong></li><li><strong>TEMPOMAT </strong></li><li><strong>SPORT-MULTIFUNKTIONS-LEDER-LENKRAD MIT SCHALTWIPPEN</strong></li><li><strong>VOLL LED HIGH PERFORMANCE SCHEINWERFER</strong></li><li><strong>SPORT-KOMFORT-TEIL-LEDER-SITZE SCHWARZ</strong></li><li><strong>SITZHEIZUNG </strong></li><li><strong>EL. LORDOSENSTÜTZE FÜR FAHRER UND BEIFAHRER</strong></li><li><strong>PARKTRONIC (PDC) VORNE + HINTEN</strong></li><li><strong>AKTIVER PARKASSISTENT</strong></li><li><strong>RÜCKFAHRKAMERA</strong></li><li><strong>STANDHEIZUNG /- LÜFTUNG MIT TIMER</strong></li><li><strong>NAVIGATIONSSYSTEM SD-KARTE MIT FARBDISPLAY /- KARTEND. </strong></li><li><strong>KLIMAAUTOMATIK /- THERMATIC 2 ZONEN</strong></li><li><strong>BLUETOOTH FREISPRECHEINRICHTUNG</strong></li><li><strong>APPLE CARPLAY, ANDROID AUTO</strong></li><li><strong>IONISIERUNG UND BEDUFTUNG DER INNENRAUMLUFT </strong></li><li><strong>AMBIENTEBELEUCHTUNG PREMIUM</strong></li><li><strong>DIEBSTAHLWARNANLAGE</strong></li><li><strong>INNEN- UND AUßENSPIEGEL AUT. ABBLENDEND UND ANKLAPPBAR</strong></li><li><strong>COLORVERGLASUNG /- SEITEN- UND HECKSCHEIBE GETÖNT</strong></li><li><strong>HECKKLAPPE ELEK. ÖFFNEND UND SCHLIEßEND</strong></li><li><strong>LADEKABEL FÜR HEIM UND ÖFFENTLICHE LADESÄULEN</strong></li></ul><br /><ul><li><strong>ÜBER 400 GEPFLEGTE, GEBRAUCHTE FAHRZEUGE</strong></li><li><strong>BESICHTIGUNG UND PROBEFAHRT MÖGLICH</strong></li><li><strong>INZAHLUNGNAHME ZU FAIREN PREISEN</strong></li><li><strong>INDIVIDUELLE FINANZIERUNG MÖGLICH</strong></li><li>TROTZ SORGFÄLTIGER ÜBERPRÜFUNG ALLER DETAILS IN UNSEREM ANGEBOT KANN ES VORKOMMEN, DASS SICH FEHLER EINSCHLEICHEN. TEILWEISE WERDEN DIESE DURCH ÜBERTRAGUNGSFEHLER IN DEN SYSTEMEN DER VERSCHIEDENEN PLATTFORMANBIETER VERURSACHT. DAHER MÖCHTEN WIR DARAUF HINWEISEN, DASS SICH ALLE ANGABEN OHNE GEWÄHR VERSTEHEN UND KEINEN RECHTSANSPRUCH DARSTELLEN. RECHTLICHES: DIESE VERKAUFSANZEIGE STELLT KEIN ANGEBOT IM SINNE DES §145 BGB DAR. VIELMEHR HANDELT ES SICH UM INFORMATIONEN ZUR VERTRAGSANBAHNUNG. DIE HIER GEMACHTEN ANGABEN SIND OHNE GEWÄHR UND STELLEN SOMIT KEINE ZUGESICHERTEN EIGENSCHAFTEN DAR.</li><li><strong>GEBRAUCHWAGENGARANTIE SOWIE SERVICEPAKETE GEGEN AUFPREIS MÖGLICH</strong></li><li>NETTO EXPORT INS EU-AUSLAND ODER DRITTLAND MÖGLICH</li><li>ERLEDIGUNG ALLER ZOLLFORMALITÄTEN</li><li>ÖFFNUNGSZEITEN: MO-FR: 09:00-18:00 SA: 09:00-14:00</li><li>HTTP://HOME.MOBILE.DE/DICK-AUTOMOBILE</li></ul>",
  "ratings": null,
  "images": [
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_9f5c4a58-ea2d-4607-bd11-e75d98e3c205.jpg/1280x960.webp",
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_86b45334-293a-4cf0-8600-60d1d0b00fad.jpg/1280x960.webp",
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_4dc1ff71-c2bc-4323-8590-93f3c495fa59.jpg/1280x960.webp",
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_2c77fb76-d320-4a80-8c12-0197201b2b02.jpg/1280x960.webp",
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_26058bd8-66ff-43b1-886f-dd9cd5bc8c61.jpg/1280x960.webp",
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_07540d55-c6fd-472e-b7ec-fae9ae0896ae.jpg/1280x960.webp",
    "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_d9427d38-91ed-422b-8c89-cfb42e19c243.jpg/1280x960.webp"
  ],
  "header_image": "https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_9f5c4a58-ea2d-4607-bd11-e75d98e3c205.jpg/120x90.webp",
  "youtube_link": null,
  "twinner_url": null,
  "is_cover_image_placeholder": false,
  "cover_image_attractiveness": 0.1710647217354394,
  "has_three_sixty_content": false,
  "three_sixty": null,
  "prices": {
    "is_final_price": false,
    "public": {
      "price": "€ 28,750",
      "price_raw": 28750,
      "tax_deductible": true,
      "negotiable": false,
      "net_price": "€ 24,160.-",
      "net_price_raw": 24160,
      "vat_rate": 19,
      "category": null,
      "evaluation_ranges": null
    },
    "dealer": {
      "price": "€ 28,750",
      "price_raw": 28750,
      "tax_deductible": true,
      "negotiable": false,
      "net_price": null,
      "net_price_raw": null,
      "vat_rate": null,
      "category": null,
      "evaluation_ranges": null
    },
    "popup_url": "https://www.autoscout24.com/priceevaluation/price-label-explanation-page/349fdb22-d083-4821-afcf-205c9cca2cb1?culture=en-GB",
    "error": null
  },
  "super_deal": null,
  "price": {
    "price_formatted": "€ 28,750",
    "price_superscript_string": "1"
  },
  "availability": {
    "raw_from_date": null,
    "from_date": null,
    "in_days": null
  },
  "financing_flags": {
    "show_stage_financing_amv_legend_spain": false
  },
  "vehicle": {
    "license_plate": null,
    "carpass_mileage_url": null,
    "make_id": 47,
    "model_or_model_line_id": 15543,
    "make": "Mercedes-Benz",
    "model": "E 300",
    "model_id": 15543,
    "model_group_ids": [
      100061
    ],
    "model_generation_id": 35,
    "model_variant_id": 125,
    "motor_type_id": 455,
    "trim_line_id": 1295,
    "model_version_input": "E300de Avantg STANDHZ+LEDER+AHK+NAVI+KAM+LED+18\"",
    "type": "Car",
    "hsn_tsn": "1313/HSL",
    "mileage_in_km_raw": 58420,
    "mileage_in_km": "58,420 km",
    "first_registration_date_raw": "2019-12-01",
    "first_registration_date": "12/2019",
    "body_type": "Sedan",
    "number_of_seats": 5,
    "number_of_doors": 4,
    "body_color": "Grey",
    "paint_type": "Metallic",
    "body_color_original": "Selenitgrau Met.",
    "upholstery": "Part leather",
    "upholstery_color": "Black",
    "power_in_kw": "225 kW",
    "power_in_hp": "306 hp",
    "raw_power_in_kw": 225,
    "raw_power_in_hp": 306,
    "transmission_type": "Automatic",
    "gears": null,
    "cylinders": 4,
    "drive_train": "Rear",
    "displacement_in_c_c_m": "1,950 cc",
    "raw_displacement_in_c_c_m": 1950,
    "weight": null,
    "has_particle_filter": false,
    "fuel_category": {
      "raw": "D",
      "formatted": "Diesel"
    },
    "battery_ownership_type": {
      "raw": null,
      "formatted": null
    },
    "battery_charging_time": {
      "raw": null,
      "formatted": null
    },
    "electric_range_with_fallback": {
      "raw": null,
      "formatted": null
    },
    "electric_range_city": {
      "raw": null,
      "formatted": null
    },
    "primary_fuel": {
      "raw": 7,
      "formatted": "Diesel"
    },
    "additional_fuel": [],
    "fuel_consumption_combined": {
      "raw": null,
      "formatted": "- (l/100 km)",
      "is_fallback": false
    },
    "fuel_consumption_urban": {
      "raw": null,
      "formatted": null
    },
    "fuel_consumption_extra_urban": {
      "raw": null,
      "formatted": null
    },
    "co2emission_in_gram_per_km_with_fallback": {
      "raw": null,
      "formatted": "- (g/km)",
      "is_fallback": false
    },
    "wltp": null,
    "all_fuel_types": [],
    "equipment": {
      "comfort_and_convenience": [
        {
          "id": "Air conditioning",
          "category_name": "Comfort & Convenience",
          "category_id": "comfortAndConvenience"
        },
        {
          "id": "Park Distance Control",
          "category_name": "Comfort & Convenience",
          "category_id": "comfortAndConvenience"
        },
        {
          "id": "Parking assist system camera",
          "category_name": "Comfort & Convenience",
          "category_id": "comfortAndConvenience"
        },
        {
          "id": "Parking assist system self-steering",
          "category_name": "Comfort & Convenience",
          "category_id": "comfortAndConvenience"
        },
        {
          "id": "Parking assist system sensors front",
          "category_name": "Comfort & Convenience",
          "category_id": "comfortAndConvenience"
        },
        {
          "id": "Tinted windows",
          "category_name": "Comfort & Convenience",
          "category_id": "comfortAndConvenience"
        }
      ],
      "entertainment_and_media": [
        {
          "id": "Android Auto",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "Apple CarPlay",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "Bluetooth",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "Hands-free equipment",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "On-board computer",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "Radio",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "Sound system",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        },
        {
          "id": "USB",
          "category_name": "Entertainment & Media",
          "category_id": "entertainmentAndMedia"
        }
      ],
      "extras": [
        {
          "id": "Summer tyres",
          "category_name": "Extras",
          "category_id": "extras"
        },
        {
          "id": "Touch screen",
          "category_name": "Extras",
          "category_id": "extras"
        },
        {
          "id": "Trailer hitch",
          "category_name": "Extras",
          "category_id": "extras"
        },
        {
          "id": "Voice Control",
          "category_name": "Extras",
          "category_id": "extras"
        },
        {
          "id": "Winter package",
          "category_name": "Extras",
          "category_id": "extras"
        }
      ],
      "safety_and_security": [
        {
          "id": "ABS",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Adaptive headlights",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Central door lock",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Daytime running lights",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Driver drowsiness detection",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Driver-side airbag",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Electronic stability control",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Emergency system",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Immobilizer",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Isofix",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "LED Daytime Running Lights",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "LED Headlights",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Passenger-side airbag",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Power steering",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Side airbag",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Tire pressure monitoring system",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        },
        {
          "id": "Traction control",
          "category_name": "Safety & Security",
          "category_id": "safetyAndSecurity"
        }
      ]
    },
    "environment_pkw_en_v_k_v": null,
    "environment_eu_directive": {
      "description": null,
      "formatted": "Euro 6d-TEMP",
      "label": "EURO6dTemp",
      "is_fallback": false,
      "co2_efficiency_class": "EURO6dTemp"
    },
    "environment_b_im_sch_v35": {
      "description": null,
      "formatted": "4 (Green)",
      "label": "Green",
      "is_fallback": false,
      "co2_efficiency_class": "Green"
    },
    "original_market": "Germany",
    "legal_categories": [
      "Used"
    ],
    "legal_categories_raw": [
      "UsedVehicle"
    ],
    "had_accident": false,
    "damage_conditions": [],
    "new_inspection": false,
    "last_belt_service_date": null,
    "last_technical_service_date": null,
    "has_full_service_history": true,
    "non_smoking": true,
    "no_of_previous_owners": 1,
    "next_vehicle_safety_inspection": "05/2027",
    "is_rental": false,
    "number_of_beds": null,
    "number_of_axles": null,
    "wheel_base": null,
    "total_height": null,
    "total_width": null,
    "total_length": null,
    "maximum_towing_weight": null,
    "gross_vehicle_weight": null,
    "payload": null,
    "load_width": null,
    "load_height": null,
    "load_length": null,
    "load_volume": null,
    "production_year": null,
    "has_car_registration": false,
    "offer_type": "U",
    "new_driver_suitable": null,
    "raw_data": {
      "usage_state": "U",
      "production_date": null,
      "legal_categories": [
        {
          "formatted": "Used",
          "raw": "UsedVehicle"
        }
      ],
      "classification": {
        "type": "Car",
        "model_year": null,
        "make": {
          "raw": 47,
          "formatted": "Mercedes-Benz"
        },
        "model": {
          "raw": 15543,
          "formatted": "E 300"
        },
        "model_groups": [
          {
            "raw": 100061
          }
        ],
        "model_generation": {
          "raw": 35,
          "formatted": "35"
        },
        "model_variant": {
          "raw": 125,
          "formatted": "125"
        },
        "motor_type": {
          "raw": 455
        },
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                "link_group": {
                  "click": null,
                  "impr": null
                }
              }
            }
          },
          "stage": {
            "rate": 17.68,
            "link": {
              "url": "https://www.check24.de/kfz-versicherung/versicherungsangebot/?wpset=autoscout24_kfz_01&image=IMAGE_URL&make=Mercedes-Benz&model=E%20300&cpref=dp_stage_widget_EN&HSN=1313&TSN=HSL&ERSTZUL=122019&ZUST=GEBR",
              "caption": "",
              "text": "Compare car insurance",
              "tracking": {
                "link_id": "check24-stage-widget",
                "link_group": {
                  "click": "dp-finance-click",
                  "impr": null
                }
              }
            }
          },
          "has_lowest_interest_rate": null
        }
      },
      {
        "id": null,
        "location": "Slice",
        "product_type": "Check24",
        "stage": {
          "rate": 17.68,
          "link": {
            "url": "https://www.check24.de/kfz-versicherung/versicherungsangebot/?wpset=autoscout24_kfz_01&image=IMAGE_URL&make=Mercedes-Benz&model=E%20300&cpref=dp_slice_widget_EN&HSN=1313&TSN=HSL&ERSTZUL=122019&ZUST=GEBR",
            "caption": "",
            "text": "Compare car insurance",
            "tracking": {
              "link_id": "check24-slice-widget",
              "link_group": {
                "click": "dp-finance-click",
                "impr": "dp-finance-impr"
              }
            }
          }
        },
        "overlay": {
          "price": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "page_title": {
            "value": "Car Insurance"
          },
          "rate": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "static_texts": [
            {
              "value": "compare over 330 tariffs"
            },
            {
              "value": "instant eVB online"
            },
            {
              "value": "15-time test winner"
            }
          ],
          "financing_disclaimer": null,
          "duration": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "credit_amount": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "interest": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "debit_interest": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "total_amount": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "offer_duration": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "deposit": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "disclaimer": {
            "value": null
          },
          "bank": {
            "value": null
          },
          "balloon": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "first_installment": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "final_installment": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "automobile_liability": {
            "raw": 17.68,
            "formatted": "€ 17,68",
            "translation": {
              "value": "Liability insurance"
            }
          },
          "json_data": null,
          "proxy_offering": null,
          "service_fee": {
            "raw": null,
            "formatted": null,
            "translation": null
          },
          "durations": null,
          "loan_threshold": null,
          "buttons": [
            {
              "value": {
                "text": "Compare insurances now",
                "url": "https://www.check24.de/kfz-versicherung/versicherungsangebot/?wpset=autoscout24_kfz_01&image=IMAGE_URL&make=Mercedes-Benz&model=E%20300&cpref=dp_slice_widget_EN&HSN=1313&TSN=HSL&ERSTZUL=122019&ZUST=GEBR",
                "tracking": {
                  "link_id": "check24-slice-overlay",
                  "link_group": {
                    "click": "dp-finance-click",
                    "impr": "dp-finance-impr"
                  }
                }
              }
            }
          ],
          "partially_comprehensive": {
            "raw": 21.97,
            "formatted": "€ 21,97",
            "translation": {
              "value": "Partial cover"
            }
          },
          "fully_comprehensive": {
            "raw": 41.46,
            "formatted": "€ 41,46",
            "translation": {
              "value": "Comprehensive"
            }
          },
          "check24_disclaimer": {
            "text": {
              "value": "*Prices were calculated based on an exemplary buyer profile, all details <REDIRECT>"
            },
            "link": {
              "url": "https://www.check24.de/kfz-versicherung/berechnungsprofil/",
              "caption": "",
              "text": "here",
              "tracking": {
                "link_id": "check24",
                "link_group": {
                  "click": "conversion-disclaimer",
                  "impr": "dp-finance-impr-check24-overlay-disclaimer"
                }
              }
            }
          },
          "extended_disclaimer": {
            "text": {
              "value": null
            },
            "link": {
              "url": null,
              "caption": null,
              "text": null,
              "tracking": {
                "link_id": null,
                "link_group": {
                  "click": null,
                  "impr": null
                }
              }
            }
          },
          "stage": {
            "rate": 17.68,
            "link": {
              "url": "https://www.check24.de/kfz-versicherung/versicherungsangebot/?wpset=autoscout24_kfz_01&image=IMAGE_URL&make=Mercedes-Benz&model=E%20300&cpref=dp_slice_widget_EN&HSN=1313&TSN=HSL&ERSTZUL=122019&ZUST=GEBR",
              "caption": "",
              "text": "Compare car insurance",
              "tracking": {
                "link_id": "check24-slice-widget",
                "link_group": {
                  "click": "dp-finance-click",
                  "impr": null
                }
              }
            }
          },
          "has_lowest_interest_rate": null
        }
      }
    ],
    "button_with_leasing": []
  },
  "applied_ad_tier": "T50",
  "ad_tier": "T50",
  "special_conditions": [],
  "is__m_i_a": true,
  "ad_targeting_string": "{\"sthp\":\"306\",\"leasing\":\"false\",\"seg\":\"sedan,uppermediumclass\",\"stmak\":\"Mercedes-Benz\",\"did\":\"29749439\",\"stmil\":\"58420\",\"gear\":\"A\",\"stmod\":\"E 300\",\"cost\":\"28750\",\"stmon\":\"12\",\"styea\":\"2019\",\"ad\":\"dealer\",\"vat\":\"1\",\"art\":\"6\",\"carby\":\"0\",\"fr\":\"9\",\"stccm\":\"1950\",\"buyonline\":\"false\",\"stkw\":\"225\",\"zip\":\"DE36179\",\"model\":\"15543\",\"equi\":\"115,5,10,142,42,52,125,20,121,221,1,117,38,137,156,141,124,225,13,129,41,134,128,2,32,34,161,17,149,118,12,54,159,219,140,155,130,226,3,241,112,150,16,127,31,143,231,26,114,139,23,151,146,210,126,131,15,122,222,49,37,110,40\",\"mia\":\"true\",\"miles\":\"4\",\"img\":\"https://prod.pictures.autoscout24.net/listing-images/349fdb22-d083-4821-afcf-205c9cca2cb1_9f5c4a58-ea2d-4607-bd11-e75d98e3c205.jpg/720x540.webp\",\"price\":\"5\",\"rnd\":\"65\",\"ECO\":\"YES\",\"tsn\":\"HSL\",\"fuel\":\"D\",\"kenteken\":\"false\",\"hsn\":\"1313\",\"make\":\"47\",\"acc\":\"U\",\"hp\":\"9\",\"type\":\"U\",\"atsd\":\"\",\"zip2\":\"36179\",\"articleType\":\"C\"}",
  "statistics": {
    "leads_range": "Some"
  },
  "img_alt_text": "Mercedes-Benz E 300 E300de Avantg STANDHZ+LEDER+AHK+NAVI+KAM+LED+18\" Grey",
  "created_timestamp_with_offset": "2025-10-11T00:50:48.856Z",
  "vehicle_type": "ice"
}, // ... Many other automotive details
]

The scraper extracts an extensive range of automotive data fields, each serving specific analytical and business purposes:

Output Fields Explained:

Core Identification:

• ID: Unique listing identifier for tracking and reference
• URL: Original listing page URL for verification
• Identifier: AutoScout24's internal vehicle identifier
• Created Timestamp: When the listing was created

Visual Content:

• Images: Array of all vehicle photos in various resolutions
• Header Image: Primary listing photo used for thumbnails
• Cover Image Attractiveness: Quality score for the main image
• Is Cover Image Placeholder: Indicates if a stock image is used
• Has 360 Content: Boolean indicating 360° view availability
• 360 Content: Links to interactive 360° vehicle views
• YouTube Link: Embedded video tours if available
• Image Alt Text: Descriptive text for accessibility

Pricing & Availability:

• Price: Current asking price with currency
• Super Deal: Special promotional pricing flag
• Prices: Historical pricing data if available
• Availability: Current stock status (available, sold, reserved)
• Financing Flags: Indicates if financing options are advertised
• Leasing Details: Monthly payment information and terms
• Special Conditions: Price negotiations, trade-in acceptance

Vehicle Information:

• Vehicle: Complete object containing make, model, year, mileage, fuel type, transmission, horsepower, color, body type, number of doors, previous owners, etc.
• Description: Seller's detailed vehicle description
• Search Result Type: Classification (dealer, private, certified)
• Vehicle Type: Category (car, motorcycle, commercial)
• Seals: Quality certifications or inspection badges

Seller & Location:

• Seller: Object with dealer name, type, and business details
• Location: City, region, country, and postal code
• Web Page: Dealer's website URL
• WhatsApp Number: Direct contact via WhatsApp if available
• Status: Seller verification status

Quality Indicators:

• Ratings: Customer reviews and seller ratings
• Warranty: Warranty information and coverage details
• Warranty Exists: Boolean flag for warranty availability
• Is Deliverable: Home delivery option indicator
• OCS Info: Online Car Search relevance data

Marketing & Analytics:

• Ad Tier: Listing promotion level (standard, featured, premium)
• Applied Ad Tier: Active promotion status
• Is MIA: Most Interesting Ads program participation
• Ad Targeting String: Marketing classification data
• Statistics: View counts and engagement metrics
• Twinner URL: Similar vehicle recommendations

Financial Services:

• Financing & Insurance: Available financing products and insurance options linked to the listing

How to Use the AutoScout24 Scraper

Step 1: Identify Target Listings Navigate to AutoScout24 and locate the specific vehicle listing pages you want to scrape. Copy the complete URLs from individual vehicle detail pages.

Step 2: Configure Input Parameters

• Set max_retries_per_url to 2-3 for reliability
• Configure proxy settings with a country code matching your target market
• Add all target URLs to the urls array

Step 3: Execute the Scraper Run the scraper with your JSON configuration. Processing time depends on the number of URLs but typically completes within 1-5 minutes for batches of 100 listings.

Step 4: Process Output Data The scraper returns structured JSON data. Use this for:

• Importing into spreadsheets for analysis
• Feeding into pricing algorithms
• Building competitive intelligence dashboards
• Populating inventory management systems

Best Practices:

• Batch URLs in groups of 100-200 for optimal performance
• Use residential proxies to minimize blocking risk
• Match proxy country to listing location for better success rates
• Implement rate limiting between large batches
• Store historical data to track price changes over time

Common Troubleshooting:

• Empty results: Verify URLs point to active listings, not expired ones
• Incomplete data: Some fields may be optional; check original listing
• Proxy errors: Switch proxy country or increase retry count
• Slow execution: Reduce batch size or check proxy performance

Benefits and Applications

Time Efficiency: Manual data collection from 100 vehicle listings could take 5-8 hours. The scraper completes the same task in minutes, freeing professionals to focus on analysis rather than data collection.

Real-World Applications:

• Competitive Analysis: Dealers track competitor inventory, pricing strategies, and promotional offers
• Market Research: Analysts identify pricing trends, popular models, and regional demand patterns
• Dynamic Pricing: Platforms adjust prices based on real-time market data
• Inventory Sourcing: Buyers identify acquisition opportunities matching specific criteria
• Trend Forecasting: Researchers analyze listing data to predict market movements

Business Value: The scraper provides data-driven insights that enable better business decisions. Whether optimizing inventory, setting competitive prices, or identifying market gaps, access to comprehensive AutoScout24 data creates strategic advantages in the automotive industry.

Conclusion

The AutoScout24 scraper transforms Europe's largest automotive marketplace into a structured data source, enabling professionals to extract actionable intelligence from millions of vehicle listings. By automating data collection and providing comprehensive vehicle details, this tool empowers automotive businesses to make informed, data-driven decisions in a competitive market.

Ready to unlock automotive market intelligence? Configure your scraper with target listings and start extracting valuable vehicle data today.

Related Actors

• autoscout24.com Automotive Search Scraper: A specialized data extraction tool engineered to harvest detailed automotive information from autoscout24's automotive marketplace.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about autoscout24.com Automotive Details Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.