B2B API for person, company, and job-posting data enrichment
Each tool is evaluated against our methodology using public docs, vendor demos, and hands-on testing.
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What is People Data Labs?
People Data Labs is a B2B data provider founded in 2015 and headquartered in San Francisco. It offers Person Enrichment, Company Enrichment, Person Identify, IP Enrichment, and Job Posting Search APIs, plus bulk data license feeds and warehouse integrations with Snowflake and Databricks. Third-party coverage cites access to more than 2 billion person profiles and 70 million company profiles, standardized from proprietary sources and the public web. Its API client SDKs for Python, JavaScript/TypeScript, Go, and Ruby are open-sourced under MIT, though the underlying dataset itself is not open source.
Our verdict
PDL fits teams that want enrichment via API or bulk feeds piped straight into a warehouse, and the open-source SDKs across four languages cut integration work. The company's own systems have not been reported breached, but a 2019 incident in which a customer's misconfigured Elasticsearch server exposed roughly 622 million PDL-sourced records is worth weighing in any data-handling review.
Categories:
Data providers skip the scraping step: you buy a maintained dataset or a feed of company, contact, or product data on a subscription. This fits teams that need the data rather than the pipeline, and want to avoid the legal and maintenance burden of collecting it themselves.
Marketplace connecting data buyers with 2,600+ vetted providers
Freemium·Jul 2026·Data Providers
Structured company, employee, and job data via API and bulk files
Freemium·Jul 2026·Data Providers
Marketplace of 350+ pre-built and custom scraped datasets
Paid·Jul 2026·Data Providers
How People Data Labs compares
DataradeDatarade is a data marketplace that aggregates listings from many providers, useful for comparing PDL's person and company enrichment against other vendors in one place.
CoresignalCoresignal is another API-first B2B data provider that offers employee and company datasets, a direct alternative for evaluating enrichment coverage and pricing against PDL.
Bright Data DatasetsBright Data Datasets sells structured web data feeds across several categories, an alternative for teams that want packaged datasets rather than PDL's API-first enrichment model.
