The Best Glassdoor Scrapers

Glassdoor is a treasure trove of valuable information about workplace culture, salaries, and employee experiences. It’s a go-to resource for job seekers, businesses, and researchers who want to get the inside scoop on companies. If you’re looking to tap into this rich data, Glassdoor scrapers are the perfect tools to help you collect large amounts of employee-reported data efficiently. In this article, we’ll explore the best Glassdoor scrapers, highlighting the ones that offer the most reliable, customizable, and cost-effective solutions for gathering data. Let’s take a look at the top options available this year!

Top Glassdoor Scapers

Looking to gather valuable Glassdoor data? Here are the top Glassdoor scrapers. These tools offer efficient, reliable, and customizable solutions for extracting employee insights and company information.

Best Glassdoor Scapers in a Glance

1. Bright Data

Bright Data is a leading provider of web scraping solutions, specializing in gathering structured data from various sources like Glassdoor. It offers customizable datasets, allowing businesses to extract specific information based on their needs. Bright Data provides real-time scraping, ensuring up-to-date and accurate data for users. The provider also offers flexible delivery methods, making it easy to store the data in platforms like Amazon S3, Google Cloud, or Azure. Bright Data caters to enterprise-level needs, providing detailed support through dedicated account managers and 24/7 customer service.

Key Features:

• Customizable Datasets: Bright Data provides the flexibility to customize the Glassdoor data you scrape, offering filters for job titles, salary ranges, company reviews, and more.
  
• Multiple Data Formats: Datasets can be delivered in various formats including JSON, CSV, XLSX, and Parquet, ensuring that you can integrate the data into your systems without hassle.
  
• Flexible Delivery: You can choose from multiple delivery methods such as Amazon S3, Google Cloud, and Azure storage, or even receive the data via SFTP.
  
• Real-Time Scraping: With the web scraping API, users can access Glassdoor data in real time, making it ideal for those needing up-to-date salary benchmarks, employee satisfaction trends, or hiring patterns.
  
• Pre-Made Templates: Bright Data offers ready-made scraper templates tailored for Glassdoor, including templates for company overviews, job listings, and company reviews.

Pros:

• Highly customizable scraping options
  
• Real-time scraping for up-to-date data
  
• Multiple data format options (JSON, CSV, XLSX, Parquet)
  
• Flexible delivery methods (Amazon S3, Google Cloud, Azure)
  
• 24/7 customer support with a dedicated account manager

Cons:

• Premium pricing, may be costly for small businesses
  
• Steep learning curve for beginners

Pricing:

Bright Data’s web Scraper API offers pay-as-you-go at $1.5 per 1K records, or the Growth plan at $0.95 per 1K records, billed monthly.

2. Coresignal

Coresignal is known for its comprehensive data extraction services, focusing on gathering Glassdoor data for businesses and researchers. It provides structured datasets, including company information, job listings, and employee reviews. Coresignal’s datasets cover historical data, offering valuable insights from as far back as 2017. Monthly updates ensure that the data remains relevant and fresh. The provider delivers the data through various storage options like Amazon S3, Google Cloud, and Azure. While primarily focused on large-scale data needs, Coresignal offers reliable services to help companies analyze market trends and compare salaries, employee satisfaction, and hiring practices.

Key Features:

• Three-Part Dataset: Coresignal divides its Glassdoor dataset into three categories—companies, jobs, and reviews—allowing businesses to access the specific data they need.
  
• Historical Data: The dataset includes records dating back to 2017, providing valuable historical insights into trends over the years.
  
• Monthly Refresh: Data is updated monthly, ensuring that businesses always have access to the latest company reviews and salary information.
  
• Multiple Delivery Options: Coresignal supports data delivery to cloud platforms such as Amazon S3, Google Cloud, and Azure.
  
• Comprehensive Coverage: The dataset includes a wide variety of data, from job titles and company reviews to salary information and employee feedback.

Pros:

• Comprehensive, detailed dataset
  
• Historical data dating back to 2017
  
• Monthly updates with flexible delivery options
  
• Cloud storage support (Amazon S3, Google Cloud, Azure)

Cons:

• High starting price
  
• Only available in JSON format

Pricing:

The Free plan is available at $0 and includes 200 Collect and 400 Search credits, valid for 14 days. The Starter plan starts at $49 per month, with pricing ranging from $0.196 to $0.133 per record.

3. Oxylabs 

Oxylabs offers flexible and customizable Glassdoor data scraping services, designed for businesses that need tailored datasets. Companies can create their datasets, selecting specific information like job titles, salaries, or reviews. Oxylabs delivers data in multiple formats, such as JSON, CSV, and XLSX, providing easy integration for various business tools. The provider also offers frequent updates, with the option for daily deliveries to ensure real-time insights. Oxylabs caters to large enterprises, offering extensive support with dedicated account managers. Businesses can rely on Oxylabs to gather relevant data to help them stay competitive by analyzing trends and market shifts in the employee landscape.

Key Features:

• Customizable Datasets: Users can create completely custom Glassdoor datasets, selecting the exact data they need, from job titles to company reviews and more.
  
• Frequent Updates: Oxylabs offers the option to receive dataset updates on a frequency ranging from daily to monthly, depending on user needs.
  
• Multiple Formats: Data can be delivered in CSV, XLSX, and JSON formats, providing flexibility for integration and analysis.
  
• Enterprise-Level Support: Oxylabs caters to large enterprises with its customizable datasets and dedicated account management support.

Pros:

• Customizable datasets tailored to specific needs
  
• Frequent updates, including daily delivery
  
• Supports multiple formats (CSV, XLSX, JSON)
  
• Dedicated account manager and enterprise-level support

Cons:

• High cost starting at $1,000 per month
  
• Limited broad coverage compared to other providers

Pricing:

The free trial offers up to 2,000 results with no credit card required, while the Micro plan provides up to 98,000 results for $49.

4. Apify 

Apify is a unique provider of Glassdoor scraping services, offering ready-made and customizable Actors that collect data from the platform. These Actors are simple to use and do not require extensive technical knowledge to operate. Apify supports multiple formats like JSON, CSV, and XML, making it easy to analyze the data. The provider’s flexible approach allows businesses to tailor their data collection, helping them focus on specific metrics like job titles, salaries, and reviews. Apify’s pricing structure is more affordable compared to other services, making it ideal for smaller businesses. It also offers subscription plans for ongoing data collection at a manageable cost.

Key Features:

• Pre-Made Actors: Apify provides a variety of pre-built Actors that are optimized to scrape specific Glassdoor data, such as company reviews, job listings, and salaries.
  
• Customizable Scraping: You can develop your custom Actor for even more tailored scraping needs.
  
• Multiple Output Formats: Apify supports a wide range of data formats, including JSON, CSV, XML, and HTML tables, making it easy to integrate with your existing workflows.
  
• Affordable: Apify offers competitive pricing with flexible payment plans based on usage, making it suitable for small to medium-sized businesses.

Pros:

• Easy-to-use pre-made Actors for quick setup
  
• Affordable pricing for smaller projects
  
• Multiple output formats (JSON, CSV, XML, HTML tables)
  
• Flexible and customizable data scraping

Cons:

• Longer setup for custom Actors
  
• No 24/7 dedicated support

Pricing:

The free plan offers $5 in credits, $0.4 per compute unit, while Starter costs $39/month with similar features.

5. Infatica

Infatica offers custom-made Glassdoor data scraping services, providing businesses with the flexibility to tailor datasets to their specific needs. The provider focuses on delivering high-quality, customizable data that can be refreshed on a schedule. Infatica supports multiple delivery formats, such as JSON and CSV, for easy integration into business workflows. Though it’s primarily known for its proxy services, Infatica has expanded into providing scraping solutions, including Glassdoor data. The flexibility of Infatica’s solutions makes it ideal for companies that need scalable data collection for large volumes of information. It also offers a robust proxy network to ensure smooth and uninterrupted data scraping.

Key Features:

• Custom-Made Datasets: Infatica allows users to create personalized datasets tailored to their unique needs, from specific job titles to company reviews and salary data.
  
• Frequent Updates: Data can be updated on a custom schedule, ensuring users receive the most recent Glassdoor information.
  
• Flexible Formats: Datasets can be delivered in JSON, CSV, and other formats, allowing for easy integration with analysis tools.
  
• Proxy Network: Infatica’s proxy network helps ensure that your data collection remains uninterrupted and scalable.

Pros:

• Fully customizable datasets
  
• Scalable solutions for large data needs
  
• Flexible data delivery options

Cons:

• Lack of transparency on pricing and service details
  
• Expensive for large-scale data collection

Pricing:

The Free plan offers $5 to spend, $0.4 per compute unit, and community support. The Starter plan costs $39/month, with $39 to spend, $0.4 per compute unit, and chat support.

Choosing the best Glassdoor scraper depends on your business needs and budget. Bright Data stands out as the top choice for comprehensive, customizable, and real-time Glassdoor data collection. However, other options like Coresignal, Oxylabs, Apify, and Infatica also offer solid scraping tools with varying levels of customization, support, and pricing.

By selecting the right scraper, businesses can gain valuable insights into workplace trends, compensation benchmarks, and company cultures, helping them make informed decisions about hiring, salary policies, and market strategies.

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