Description

Extract customer reviews from Clover app market listings with this Apify Actor. It scrapes detailed data like ratings, comments, and reviewer info, delivering insights for developers, marketers, and analysts to enhance products and strategies....

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Clover App Reviews Spider

Introduction

The Clover App Reviews Spider is a powerful Apify Actor designed to extract and aggregate customer reviews from Clover app market listings. By providing URLs of specific apps, this tool efficiently scrapes detailed review data, including ratings, comments, and reviewer information, enabling users to gain valuable insights into app performance and user sentiment. Ideal for developers, marketers, and analysts, it streamlines the process of collecting feedback to inform product improvements and market strategies.

Features

• Comprehensive Review Extraction: Captures full details such as reviewer names, ratings, titles, bodies, dates, and unique IDs for each review.
• High Reliability: Built with robust error handling to ensure consistent data retrieval from Clover's app market pages.
• Scalable Performance: Handles multiple URLs concurrently, making it suitable for batch processing of app reviews.
• Structured Output: Delivers clean, JSON-formatted data ready for analysis, export, or integration with other tools.
• User-Friendly Configuration: Simple input setup with URL lists, requiring no advanced technical knowledge.
• Real-Time Insights: Provides up-to-date review data directly from the source, supporting timely decision-making.
• Apify Integration: Seamlessly runs on the Apify platform with built-in monitoring and export options.

Input Parameters

Parameter	Type	Required	Description	Example
Urls	array	Yes	An array of URLs pointing to Clover app market pages from which to scrape reviews. Each URL must be a valid HTTP or HTTPS link. At least one URL is required.	["https://www.clover.com/appmarket/apps/WXVDFZJ8W013A", "https://www.clover.com/appmarket/apps/H73STZ3S0S4EE"]

Example Usage

To run the Clover App Reviews Spider, configure the input with your desired URLs. Here's an example input JSON:

{
  "Urls": [
    "https://www.clover.com/appmarket/apps/07HTV18P11R5C"
  ]
}

This will scrape reviews from the specified app page. The output will be an array of review objects, such as:

[
  {
    "app_id": "07HTV18P11R5C",
    "app_name": "360 Donations",
    "reviewer_name": "ISLAMIC AMERICAN SOCIETY",
    "rating": 5,
    "review_title": "Clover mini3",
    "review_body": "This is a great app. Unfortunately, we have two clover mini3 but it looks like the app is not available is the clover mini 3. it would be great is this app can work with clover mini 3. Thanks for the great work. Definitely will recommend it to other organizations.",
    "review_date": "2022-11-14 17:45:59",
    "review_id": "WBWTG6ECCG7X8",
    "product_url": "https://www.clover.com/appmarket/apps/07HTV18P11R5C",
    "actor_id": "bEnvD9kCaXXAQFTO2",
    "run_id": "CexGSEaWURzrSUviO"
  },
  {
    "app_id": "07HTV18P11R5C",
    "app_name": "360 Donations",
    "reviewer_name": "ISLAMIC CENTER OF THE TRIAD",
    "rating": 4,
    "review_title": "Great app, but not available on the Solo",
    "review_body": "Alhumdulillah, this is a great app, however since we've upgraded to the clover Solo, we can no longer use it.  Please make this app available for use on the Solo station as well.\n",
    "review_date": "2022-06-22 02:53:22",
    "review_id": "GPM983CQQYJ46",
    "product_url": "https://www.clover.com/appmarket/apps/07HTV18P11R5C",
    "actor_id": "bEnvD9kCaXXAQFTO2",
    "run_id": "CexGSEaWURzrSUviO"
  },
  {
    "app_id": "07HTV18P11R5C",
    "app_name": "360 Donations",
    "reviewer_name": "SHARREI CHAIM",
    "rating": 5,
    "review_title": "Amazing App",
    "review_body": "This app is amazing. Has most of the features that we wanted.\n\nThanks!",
    "review_date": "2022-06-17 15:29:42",
    "review_id": "DR0VEPMFN809G",
    "product_url": "https://www.clover.com/appmarket/apps/07HTV18P11R5C",
    "actor_id": "bEnvD9kCaXXAQFTO2",
    "run_id": "CexGSEaWURzrSUviO"
  }
]

Use Cases

• Market Research and Analysis: Gather user feedback to analyze trends in app satisfaction and identify common pain points.
• Competitive Intelligence: Compare reviews across similar apps to benchmark performance and uncover competitive advantages.
• Product Development: Use review data to prioritize feature updates and bug fixes based on real user input.
• Content Aggregation: Collect and organize reviews for reporting or integration into dashboards and analytics tools.
• Academic Research: Study user sentiment in the Clover ecosystem for studies on app adoption and user behavior.
• Business Automation: Automate the monitoring of app reviews to trigger alerts for negative feedback or new trends.

Installation and Usage

1. Search for "Clover App 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 Actor outputs an array of JSON objects, each representing a single review. Key fields include:

• app_id: Unique identifier for the app.
• app_name: Name of the app.
• reviewer_name: Name of the reviewer.
• rating: Numerical rating (e.g., 1-5).
• review_title: Title of the review.
• review_body: Full text of the review.
• review_date: Timestamp of the review in YYYY-MM-DD HH:MM:SS format.
• review_id: Unique ID for the review.
• product_url: URL of the app page.
• actor_id and run_id: Metadata from the Apify run.

This structured format ensures easy parsing and integration with data analysis tools.

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!