Glassdoor datasets offer valuable insights into job listings, employer reviews, and salaries, but they are not the exclusive source of labor-market or employer-brand data.
In this article, we review the four top providers of Glassdoor datasets: Bright Data, Coresignal, Oxylabs, and Actowiz. Our evaluation covers each provider’s dataset structure, extraction techniques, update schedules, delivery options, and pricing models.
Provider | Employee reviews | Job Listings coverage | Company profiles | Review Text | Starting price (mo) |
|---|---|---|---|---|---|
Bright Data | Company review datasets available | Extensive | ✅ | ✅ | $250 for 100K records |
Oxylabs | Job listings only | Included in standard dataset | ✅ | ✅ | $1,000 |
Coresignal | Review text & ratings | Extensive | ✅ | ✅ | $1,000 |
Actowiz | Custom depending on project | USA, UK, UAE (other regions on request) | ✅ | Available only in custom projects | N/A |
Best Glassdoor data providers
Bright Data provides enterprise-level access to large, structured datasets sourced from Glassdoor. These datasets include company reviews, job listings, and company overview information. You can download the datasets in JSON, CSV, or parquet formats, and Bright Data allows customization of filters, update schedules, and delivery formats.
The dataset provider offers two primary ways to access Glassdoor information. One method is to use pre-made datasets that include company overviews, job listings, and company reviews. The second method is through the web scraping API, which contains several ready-made Glassdoor scraping templates. The API enables real-time data collection with adjustable limits and customizable scraper configurations.
Pricing:
Pricing is based on the number of records, with rates up to $0.0025 per record and a minimum order of $250. For complete dataset snapshots, subscription pricing varies depending on the delivery frequency.
- A monthly subscription costs $1,748 and provides 12 snapshots per year.
- Quarterly delivery is priced at $4,579 for four snapshots per year
- Bi-annual delivery costs $6,868 for two snapshots per year, and a one-time dataset purchase costs $13,735.
Coresignal provides the Glassdoor dataset that includes employer profiles, employee sentiment, compensation trends, and labor-market dynamics. The dataset is divided into four major categories: companies, employee reviews, jobs, and salaries. Each category is updated on a recurring schedule, with jobs being refreshed continuously throughout the month. All data is delivered in JSON or CSV format.
Coresignal offers two primary ways to access its data: Database APIs and full Datasets. The Database API pricing model is based on credits and real-time data retrieval, while the Dataset option is priced as bulk data subscriptions.
Pricing:
Each new account receives 400 Search credits and 200 Collect credits, both of which remain valid for 14 days. Search credits are consumed whenever a search query is executed, and each successful query costs one credit. Collect credits are used when retrieving a full data profile; one successfully collected profile equals one collect credit.
The starter plan begins at $49 per month and includes at least 250 Collect credits and 500 Search credits, with per-record costs ranging from $0.196 to $0.133 depending on volume.
Oxylabs provides access to Glassdoor data through large-scale datasets rather than per-record API credits. The company offers two major dataset products: standard job posting datasets and custom datasets. Glassdoor data is included in the job posting datasets.
It includes job titles, company information, vacancies, locations, salaries, and related job-market data points. Delivery is available in CSV, JSON, or XLSX formats, and can be sent directly to Amazon S3, Google Cloud, Azure, or another storage endpoint. Refresh frequency can be monthly or quarterly, and a one-time purchase option is also available.
Pricing:
The starting price for the standard dataset is $1,000 per month. For customers needing more advanced control, Oxylabs offers custom datasets. E-fresh frequency is far more flexible: customers can choose daily, weekly, monthly, quarterly, or a completely custom cadence.
Unlike some competitors, Oxylabs does not publicly disclose a free trial for datasets.
Actowiz offers a dataset named Glassdoor Job Listings / Glassdoor Job Data that contains Glassdoor listings data for the USA, UK, and UAE. Available in formats such as Excel, CSV, JSON, and via cloud storage options including Google Cloud, AWS S3, Azure, and SFTP. Their datasets include Job Listings, Company Data, and Reviews.
Pricing:
Pricing details are not disclosed transparently and are contingent on the project’s complexity and the volume of data involved.
What is Glassdoor data?
Glassdoor data consists of publicly accessible information from the Glassdoor platform, including job listings, company profiles, employee reviews, ratings, salary reports, and workplace insights from users.
Glassdoor data alternatives and real-time data options
Depending on your use case, whether it’s historical analysis, large-scale research, or real-time competitive monitoring, you might want to consider using Glassdoor scraper APIs.
They can effortlessly extract job listings, salary estimates, and company details in real time, making your work much easier. Just keep in mind that to get the most out of them, it’s important to understand key technical and compliance considerations.
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