Mobilede Dealer Reviews Spider

Introduction

The Mobilede Dealer Reviews Spider is an Apify Actor designed to scrape and extract detailed dealer reviews from the Mobile.de platform, one of Europe's largest car marketplaces. It provides structured data on customer feedback, ratings, and responses, enabling users to analyze dealer performance and reputation. This tool is ideal for market researchers, businesses, and analysts seeking insights into automotive dealer quality and customer satisfaction.

Features

• Comprehensive Review Extraction: Captures full review details including ratings, buyer names, purchase status, and detailed question responses.
• Structured JSON Output: Delivers clean, machine-readable data with consistent formatting for easy integration into databases or analysis tools.
• Pagination Support: Allows specifying start and max pages to control the scope of data extraction efficiently.
• Keyword-Based Filtering: Enables targeting specific dealers using keywords for precise data collection.
• Reliable Data Quality: Handles various response types (scores, text, yes/no, checkboxes) to ensure complete and accurate information.
• Fast and Scalable: Optimized for performance, supporting large-scale scraping with minimal resource usage.
• Error-Resilient: Includes built-in handling for common web scraping challenges like rate limits and page variations.

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.	"10"
DealerKeyword	string	No	Keyword to filter dealers (e.g., dealer name or identifier).	"AUTOEXPO-PORTALDE"

Example Usage

Input Configuration

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

Output Example

[
  {
    "dealer": "AUTOEXPO-PORTALDE",
    "page": 1,
    "rating_id": null,
    "average_score": 3.6666666666666665,
    "creation_time": "25.11.2025",
    "buyer_name": "",
    "purchased": false,
    "question_responses": {
      "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": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "DEALER_CONSULTING": {
        "id": null,
        "questionSetId": null,
        "questionId": "DEALER_CONSULTING",
        "type": "SCORE",
        "ratingScore": 3,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "DEALER_FRIENDLINESS": {
        "id": null,
        "questionSetId": null,
        "questionId": "DEALER_FRIENDLINESS",
        "type": "SCORE",
        "ratingScore": 4,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "SELLERS_NAME": {
        "id": null,
        "questionSetId": null,
        "questionId": "SELLERS_NAME",
        "type": "NAME",
        "ratingScore": null,
        "fullTextAnswer": "",
        "checkboxAnswers": null,
        "selectAnswer": "",
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "DEALER_RESPONSE_TIME": {
        "id": null,
        "questionSetId": null,
        "questionId": "DEALER_RESPONSE_TIME",
        "type": "SCORE",
        "ratingScore": 4,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "LIKE_ABOUT_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "LIKE_ABOUT_DEALER",
        "type": "TEXT",
        "ratingScore": null,
        "fullTextAnswer": "Good\n\n\n",
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "RECOMMEND_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "RECOMMEND_DEALER",
        "type": "YES_OR_NO",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": "YES",
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "HOW_DID_YOU_COMMUNICATE_WITH_DEALER": {
        "id": null,
        "questionSetId": null,
        "questionId": "HOW_DID_YOU_COMMUNICATE_WITH_DEALER",
        "type": "CHECKBOX",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": [
          "mail"
        ],
        "selectAnswer": null,
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "AD_REALITY": {
        "id": null,
        "questionSetId": null,
        "questionId": "AD_REALITY",
        "type": "YES_OR_NO",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": null,
        "yesOrNoAnswerType": "YES",
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "BOUGHT_CAR": {
        "id": null,
        "questionSetId": null,
        "questionId": "BOUGHT_CAR",
        "type": "SELECT",
        "ratingScore": null,
        "fullTextAnswer": null,
        "checkboxAnswers": null,
        "selectAnswer": "no",
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      },
      "BUYER_NAME": {
        "id": null,
        "questionSetId": null,
        "questionId": "BUYER_NAME",
        "type": "NAME",
        "ratingScore": null,
        "fullTextAnswer": "",
        "checkboxAnswers": null,
        "selectAnswer": "",
        "yesOrNoAnswerType": null,
        "answerTime": "2025-11-25T20:51:43Z",
        "textModifiedByCSAgent": null,
        "clientTimestamp": 1764103905280,
        "clientUUID": "873c2d34-eb18-43bb-872f-184f98dd9814"
      }
    },
    "actor_id": "GJZvheIYWYZfOVkJJ",
    "run_id": "cEU7vra3E7TUACEO7"
  }
]

Use Cases

• Market Research: Analyze dealer ratings to identify trends in customer satisfaction across regions.
• Competitive Intelligence: Compare review scores of competing dealers to benchmark performance.
• Price Monitoring: Correlate reviews with pricing data for informed buying decisions.
• Content Aggregation: Collect and aggregate reviews for automotive blogs or review sites.
• Academic Research: Study consumer behavior in the used car market through detailed feedback.
• Business Automation: Automate monitoring of dealer reputation for sales teams or compliance checks.

Installation and Usage

1. Search for "Mobilede Dealer Reviews Spider" 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 or name.
• page: The page number from which the review was scraped.
• 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 specific questions, with types like SCORE, TEXT, YES_OR_NO, etc., including ratings, answers, and timestamps.

Support

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

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

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