Top recruiting data providers
A comparison of the leading recruiting data vendors based on coverage, features and usability in 2026
Coresignal, Bright Data, Xverum, and Lightcast all provide recruiting data through APIs. Each provider takes a different approach to recruiting data, so the right choice depends on the data types, access options, and update frequency your team needs.
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|---|---|---|---|---|
| Employee profiles | 907M+ | 670M+ | 750M+ | 500M+ |
| Company profiles | 70M+ | 60M+ | 54M+ | 6.3M+ |
| Job postings | 482M+ | 117M+ | 10M+ | 2.5B+ |
| Real-time data | Yes | Yes | Only job postings | Unspecified |
| Enriched, multi-source data | Yes | Yes | Unspecified | Yes |
| Data formats |
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Unspecified |
| Delivery methods |
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| In line with GDPR/CCPA | Yes | Yes | Yes | Yes |
| Documentation | Yes | Yes | Unspecified | Yes |
| Dedicated managers | Yes | Yes | Unspecified | Unspecified |
| API | Yes | Yes | Yes | Yes |
| Free trial | Yes | Yes | Unspecified | Unspecified |
| Data change webhooks | Yes | Yes | Unspecified | Unspecified |
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Coresignal's data solutions
Dataset
Build innovative solutions using comprehensive recruiting data or leverage it for in-depth analysis and unique workforce insights. Request a data sample or explore on your own using the self-service platform.
Database API
Search and enrich whenever needed with direct access to a large-scale recruiting database. After trying APIs with free credits, select from multiple subscription plans suitable for businesses of any size.
How to choose a reliable HR data provider?
Usually, recruiting data quality is evaluated based on factors such as accuracy, completeness, uniformity, and freshness. However, in our experience, there are a few other things to check to ensure you're selecting a reliable data vendor:
Quality and freshness
The number of data records and location represent the technical capabilities of the data vendor, but data freshness is just as important as coverage. If the data provider can keep the data fresh at all times, that also reflects how reliable the provider is. Professional providers allow you to see the last update date of each record.
Prompt and transparent communication
Being able to get all the relevant information about data quality, fill rates, data structure, and features mentioned above prior to purchasing data solutions also shows that the talent data provider is transparent and can be trusted. At Coresignal, we provide information about all these metrics to our potential clients, and we can guarantee stable data delivery and consistent data structure.
Secure and responsible data collection
Experienced and reliable data providers are committed to ethical collection of public web data and prioritize data security. Before making a decision, evaluate if the data provider is transparent about its data privacy practices, which will help you make an informed decision.
Test first
Lastly, it’s essential to test and see if the data you’re getting from the provider meets your business needs and expectations. We encourage you to share what information is needed for you to evaluate our data and we are ready to provide the resources that would be most helpful in testing our datasets or other data solutions.
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About Coresignal
Coresignal is a public web data provider that delivers fresh data to global companies in investment, sales technology, HR technology, research, and other industries. Founded in 2016, the company now has 1,000+ clients and 80+ employees.
In 2023, Coresignal was named the top data provider by Datarade and became a founding member of the Ethical Web Data Collection Initiative, an organization promoting ethical data collection.
