Mobile.de Reviews Scraper

Introduction

The Mobile.de Reviews Scraper is a powerful Apify Actor designed to extract detailed customer reviews and ratings from Mobile.de, Germany's leading automotive marketplace. It enables users to gather comprehensive feedback on dealers, including scores, comments, and interaction details, providing valuable insights into dealer performance. This tool is ideal for market research, competitive analysis, and data-driven decision-making in the automotive industry.

Features

• Comprehensive Data Extraction: Scrapes detailed review data including ratings, buyer names, purchase status, and question-based responses from Mobile.de dealer pages.
• Flexible Pagination: Supports starting from any page and limiting the number of pages to scrape, allowing targeted data collection.
• Dealer-Specific Targeting: Uses dealer keywords to focus on specific dealers, ensuring precise and relevant results.
• High-Quality Output: Delivers structured JSON data with timestamps, scores, and full-text answers for in-depth analysis.
• Reliable and Efficient: Built on Apify's robust infrastructure, ensuring fast and error-resistant scraping with built-in retries.
• Scalable for Large Datasets: Handles multiple pages seamlessly, making it suitable for large-scale review aggregation.
• Easy Integration: Outputs data in JSON format, compatible with various tools for further processing or visualization.

Input Parameters

Parameter	Type	Required	Description	Example
StartPage	integer	No	The starting page number for scraping reviews. Must be at least 1.	1
MaxPages	string	No	The maximum number of pages to scrape. Leave empty for unlimited pages.	"10"
DealerKeyword	string	No	The keyword identifying the dealer on Mobile.de.	"AUTOEXPO-PORTALDE"

Example Usage

To run the Actor, provide input parameters in JSON format. Here's an example:

{
  "StartPage": 1,
  "MaxPages": "5",
  "DealerKeyword": "AUTOEXPO-PORTALDE"
}

The Actor will output a JSON array of review objects. Example output:

[
  {
    "dealer": "AUTOEXPO-PORTALDE",
    "page": 1,
    "rating_id": null,
    "average_score": 4.5,
    "creation_time": "24.12.2025",
    "buyer_name": "",
    "purchased": false,
    "question_responses": {
      "DEALER_FRIENDLINESS": {
        "id": null,
        "questionSetId": null,
        "questionId": "DEALER_FRIENDLINESS",
        "type": "SCORE",
        "ratingScore": 5,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "NOT_LIKE_ABOUT_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "NOT_LIKE_ABOUT_DEALER",
        "type": "TEXT",
        "ratingScore": null,
        "fullTextAnswer": "",
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "RECOMMEND_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "RECOMMEND_DEALER",
        "type": "YES_OR_NO",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": "NA",
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "HOW_DID_YOU_COMMUNICATE_WITH_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "HOW_DID_YOU_COMMUNICATE_WITH_DEALER",
        "type": "CHECKBOX",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": [
          "phone"
        ],
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "DEALER_CONSULTING": {
        "id": null,
        "questionSetId": null,
        "questionId": "DEALER_CONSULTING",
        "type": "SCORE",
        "ratingScore": 0,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "AD_REALITY": {
        "id": null,
        "questionSetId": null,
        "questionId": "AD_REALITY",
        "type": "YES_OR_NO",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": "NA",
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "BOUGHT_CAR": {
        "id": null,
        "questionSetId": null,
        "questionId": "BOUGHT_CAR",
        "type": "SELECT",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": "no",
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "BUYER_NAME": {
        "id": null,
        "questionSetId": null,
        "questionId": "BUYER_NAME",
        "type": "NAME",
        "ratingScore": null,
        "fullTextAnswer": "",
        "checkboxAnswers": null,
        "selectAnswer": "",
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "LIKE_ABOUT_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "LIKE_ABOUT_DEALER",
        "type": "TEXT",
        "ratingScore": null,
        "fullTextAnswer": "Hat schnell reagiert. ",
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "DEALER_RESPONSE_TIME": {
        "id": null,
        "questionSetId": null,
        "questionId": "DEALER_RESPONSE_TIME",
        "type": "SCORE",
        "ratingScore": 4,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      },
      "SELLERS_NAME": {
        "id": null,
        "questionSetId": null,
        "questionId": "SELLERS_NAME",
        "type": "NAME",
        "ratingScore": null,
        "fullTextAnswer": "",
        "checkboxAnswers": null,
        "selectAnswer": "",
        "yesOrNoAnswerType": null,
        "answerTime": "2025-12-24T07:34:29Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1766561669085,
        "clientUUID": "1b697eca-ce2b-4686-b3ce-c2647af01070"
      }
    },
    "actor_id": "GJZvheIYWYZfOVkJJ",
    "run_id": "fui2y9sXSmtEaoymX"
  }
]

Use Cases

• Market Research: Analyze customer sentiment and dealer performance to identify trends in the German automotive market.
• Competitive Intelligence: Compare reviews across dealers to benchmark service quality and customer satisfaction.
• Price Monitoring: Track feedback related to pricing and negotiation experiences for informed buying decisions.
• Content Aggregation: Collect and aggregate review data for blogs, reports, or dashboards on automotive platforms.
• Academic Research: Study consumer behavior and dealer interactions in the used car marketplace.
• Business Automation: Automate the collection of review data for CRM systems or quality assurance processes.

Installation and Usage

1. Search for "Mobile.de Reviews Scraper" in the Apify Store
2. Click "Try for free" or "Run"
3. Configure input parameters
4. Click "Start" to begin extraction
5. Monitor progress in the log
6. Export results in your preferred format (JSON, CSV, Excel)

Output Format

The output is a JSON array of objects, each representing a review. Key fields include:

• dealer: The dealer keyword.
• page: The page number where the review was found.
• average_score: Overall rating score.
• creation_time: Timestamp of the review.
• buyer_name: Name of the reviewer (if provided).
• purchased: Boolean indicating if the buyer purchased a car.
• question_responses: An object containing detailed responses to various questions, such as friendliness, response time, and recommendations, with fields like type, ratingScore, and fullTextAnswer.

Support

For custom/simplified outputs or bug reports, please contact:

• Email: support@getdataforme.com
• Subject line: "custom support"
• Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!