Delivery Formats

We seek to provide multiple ways to access our data, ensuring that your team can get information in the right format and at the right time.

We generally offer two options: flat file datasets and access to data via an API. Depending on the project scope and size, you can choose the option that best suits your needs.

Get a flat-file dataset

We offer nine different flat-file datasets for businesses. Datasets are available in JSON, JSONL, CSV, or Parquet formats:

	JSON	JSONL	CSV	Parquet
Company data		+	+ (Base and Clean)	+
Employee data		+	+ (Base and Clean)	+
Jobs data		+	+	+
Largest professional network data		+	+	+
Company employee review data	+	+
Company funding data	+	+		+
Technographic data		+		+
Tech product review data	+
Community and repository data	+	+

Please keep in mind that we are constantly improving our delivery capabilities, and most of these datasets will soon be available in multiple formats.

The data can be delivered via a direct download link or accessed on your preferred data cloud storage platforms, such as Amazon S3 and Google Cloud Storage.

Access the data via API

Data access via our API provides a freshly collected dataset in JSON or JSONL format that can be analyzed using Python, Ruby, PHP, or any other preferred scripting language.

We offer the following data APIs:

API type	API data type	Credit cost
Base Company API	Access company data from the largest professional network.	One search and one collect credit.
Base Employee API	Access employee data from the largest professional network.	One search and one collect credit.
Base Jobs data API	Access job posting data from the largest professional network.	One search and one collect credit.
Historical headcount API	Access company headcount and follower count fluctuation data.	One search and one collect credit.
Clean Company API	Access clean employee data from the largest professional network.	One search and one collect credit.
Clean Employee API	Access clean company data from the largest professional network.	One search and one collect credit.
Multi-source Company API	Access company data from seven different sources.	Two search and two collect credits.
Multi-source Employee API	Access employee data from several different sources.	Two search and two collect credits.
Multi-source Jobs API	Access jobs data from several different sources.	One search and one collect credit.

Try out the data for free

Our data speaks for itself, and we are excited to show it to you.

If you are unsure which dataset works best for you, try it out.

Start now

Set up a free account and get 400 search and 200 collect credits to check more than one billion company, employee, and job posting records.

Once you create your account, you will have 14 days to explore the data.