People Data Labs is a developer-oriented B2B enrichment platform for structured person, company, IP, and job-posting data.
Editorial score
Broad person, company, IP, and job-posting data coverage across identity, contact, employment, firmographic, technology, and location fields.
Person records can have null values, while company-field availability varies by field.
People Data Labs is a developer-oriented B2B data platform for enriching and searching person, company, IP, and job-posting data. Its REST APIs, SDKs, workflow integrations, and data-delivery options make it best suited for teams building data products and automated pipelines rather than buyers looking for an all-in-one native application suite.
People Data Labs provides structured B2B person, company, IP, and job-posting data for enrichment, search, segmentation, and data-product development. Teams access it through REST APIs, SDKs, workflow integrations, and data-license delivery, making it a developer-led option for enriching existing records or querying broader datasets.
Coverage spans person and company identity, contact information, social profiles, employment and education history, firmographics, funding, workforce signals, locations, technology, IP, and job-posting data. The July 2026 v35.0 release reported more than 2.46 billion API records. Coverage is broad, but buyers should validate target fields: person records can include null values, and company-field availability varies by field.
People Data Labs is built around REST APIs and SDKs for Python, JavaScript, Ruby, Go, and Rust. Salesforce supports configurable mappings and enrichment for Contacts, Leads, and Accounts; Zapier and Make support enrichment workflows; and Enterprise API and Data License customers can use webhooks to match person record updates. Salesforce is an Enterprise add-on, and webhooks require qualifying Enterprise subscriptions.
People Data Labs fits developers, engineers, data scientists, data-product teams, and operators building products or pipelines around structured B2B data. It can also work well for Salesforce and data platform teams that need ongoing enrichment. It is less suitable when every target field must be populated, when historical email addresses will be used directly for outreach, or when a broad set of native app integrations is the main buying requirement.
Where the product fits — and where to be careful
Strong fit.
Good fit for qualifying Enterprise teams.
People Data Labs covers person, company, IP, and job-posting use cases with extensive identity, contact, employment, firmographic, social, location, technology, and workforce data. Its July 2026 release reported more than 2.46 billion API records.
The platform provides freshness signals, monthly company refreshes, and large-scale resume, location, and job-change updates, but it also states that person fields may be null and company-field availability can vary materially.
REST APIs, SDKs, webhooks, Salesforce, Zapier, Make, and data-platform delivery support strong developer-led orchestration. Some capabilities, including Salesforce and webhooks, are Enterprise-limited.
User-review evidence was insufficient: the available aggregate is not publishable and contains only one accepted review.
Category scores use the linked comparison rubric and can differ from a product’s overall review score.
| Product | Category score | Best for | Key tradeoff |
|---|---|---|---|
| | 4.0/5 | Developers, data teams, and data-product builders that need APIs and customizable infrastructure for person and company enrichment. | Person records can have null values, while company-field availability varies by field. |
| | 4.3/5 | Growth, sales, marketing, and RevOps teams building flexible, repeatable enrichment and automated research workflows across their GTM stack. | The platform has a significant learning curve for complex workflows and reusable setups. |
| | 3.8/5 | Mid-market and enterprise revenue teams that need compliance-conscious B2B prospecting and controlled CRM enrichment, particularly when selling into EMEA markets. | Numeric pricing, billing cadence, and contract terms are not publicly listed. |
| | 3.5/5 | Enterprise B2B sales organizations that need a large database and a mature go-to-market intelligence suite, and have processes to validate data and operationalize it across their stack. | User reviews frequently raise concerns about stale or inaccurate contact data. |
People Data Labs publishes usage-based Free, Pro, and Enterprise options for person and company data. Enterprise pricing is custom, and annual commitments save 20%.
| Plan | Price | Includes |
|---|---|---|
Free | $0 per month | Allows up to 100 monthly records. |
Person Pro | From $98 per month | Starts with 350 monthly person records. |
Company Pro | From $100 per month | Starts with 1,000 monthly company records. |
Documented connections and access methods for People Data Labs.
Salesforce Native
Zapier Native
Make Native
Snowflake NativeRecent product and company updates
v35.0 release
Introduced PDLScores for Person Data and Technology Data Fields, improved the Job Posting Dataset, and reported major resume, location, and job-change refreshes.
Sourcev32.2 release
Introduced affiliated_entities parent and subsidiary fields and expanded global job and job-change data.
SourceShowing 10 of 30 sources · 20 additional sources analyzed
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