People Data Labs
B2B data provider with large person and company datasets. API-first approach popular with engineers.
B2B data provider with large person and company datasets. API-first approach popular with engineers.
Primitives
- Provider type
- commercial
- Core dataset
- B2B data provider with large person and company datasets. API-first approach popular with engineers.
- Strongest geos
- US, Canada, UK, Australia, Germany, France
B2B data provider with large person and company datasets. API-first approach popular with engineers.
Why GTM teams care
B2B data provider with large person and company datasets. API-first approach popular with engineers.
Tasks you can run with People Data Labs on Deepline
People Data Labs is wired into Deepline. 12 actions are available out of the box, runnable from the CLI or as a column step in an enrichment spreadsheet.
Quick start
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_autocomplete:{"field":"company","text":"open"}' --jsonAvailable actions
Autocomplete
Autocomplete for person and company search fields
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_autocomplete:{"field":"company","text":"open"}' --jsonBulk Organization Enrichment
Batch enrichment for multiple organizations
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_bulk_organization_enrichment:{"domains":["example.com"]}' --jsonBulk People Enrichment
Batch enrichment for multiple people records
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_bulk_people_enrichment:{"details":[{"first_name":"Jane","last_name":"Doe","email":"jane.doe@example.com","domain":"example.com"}]}' --jsonCompany Clean
Normalizing and cleaning raw company data inputs
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_company_clean:{"name":"Example Corp"}' --jsonCompany Search
Running structured company search with PDL filters. Last-resort option for complex structured company queries; prefer payload files or heredocs when the query gets non-trivial.
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_company_search:{"sql":"SELECT * FROM company WHERE location_country=\"united states\" AND website IS NOT NULL"}' --jsonEnrich Company
Enriching one company profile from domain-like identifiers
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_enrich_company:{"domain":"example.com"}' --jsonEnrich Contact
Enriching one person profile from limited identifiers
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_enrich_contact:{"email":"jane.doe@example.com"}' --jsonLocation Clean
Normalizing and validating free-form location strings
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_location_clean:{"location":"{{location}}"}' --jsonPeopledatalabs Check Credits
Check PDL account credit balance and remaining usage
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_check_credits:{}' --jsonPerson Identify
Resolving a person to a canonical PDL profile
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_person_identify:{"first_name":"Jane","last_name":"Doe","company":"example"}' --jsonPerson Search
Running structured people search with PDL filters
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_person_search:{"sql":"SELECT * FROM person WHERE location_country=\"united states\" AND job_title_role=\"engineering\""}' --jsonSchool Clean
Normalizing school and education institution names
deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=peopledatalabs_school_clean:{"name":"Example University"}' --jsonWhat people are saying about People Data Labs
Real quotes from 4 cited sources across review sites, blogs, Reddit, HN, X, and community forums.
“The API is PDLs best feature and the reason engineers recommend it. Documentation is thorough with working code samples in Python, Node.js, Ruby, Go.”
“PDL prioritizes avoiding false-positive Frankenstein merges — messy composite records where one persons email gets attached to another persons job title.”
“Users consistently praise the product for quality data and excellent customer service, highlighting ease of access and the responsiveness of the support team.”
“The same thing that makes PDL great for engineers makes it unusable for everyone else. Resume data quality depends on public profile completeness.”
Frequently asked
What is People Data Labs?
B2B data provider with large person and company datasets. API-first approach popular with engineers.
What is People Data Labs best for?
People Data Labs is tracked for B2B data provider with large person and company datasets. API-first approach popular with engineers.
What do public references say about People Data Labs?
The cited source set leans positive, with 3 positive references out of 4. Deepline tracks 4 cited sources for this provider entry.
What should teams check before choosing People Data Labs?
Check coverage fit, integration surface area, data freshness, contract terms, and whether the provider matches the team's target accounts and regions.
Share your experience with People Data Labs
No vendor influence — your review is published as-is. Post anonymously or with your name.
- Category
- Enrichment
- Community mentions
- 16
- Sentiment score
- Positive (0.75)
- Website
- www.peopledatalabs.com
Questions mentioning People Data Labs
5 questions reference this provider.
What enrichment order should I use to find email and LinkedIn URL when I only have first name, last name, phone, and company name?
“...providers in sequence. Finally, use the email you found as input for People Data Labs or Wiza to get the LinkedIn profile URL and additional professional data.”
what's the best integration for getting accurate headcount breakdowns for orgs? e.g. what's the size of the engineering team at openai
“For accurate headcount breakdowns by role, People Data Labs "Get Employee Count by Criteria" is your best bet. [[clay.com](https://www.clay.com/integrations/action/get-e...”
whats the best way to be able to understand the team size for a specific function in a company
“...filters for country or other criteria if needed. This works with both People Data Labs and the Companies, People, and Jobs integrations, and is available on all Clay plans. [[documentation](https:...”
i have a persons full name and a company name. Which enrichments to generate their linkedin profile & company domain?
“...com/university/guide/datagma-integration-overview?8913605e_page=2]) • People Data Labs "Enrich Person" - Requires full name + company name together [[documentation](https://university.clay.com/doc...”
what is the best way to understand how many people are in a particular department - I.E. the compliance team and if that team grows send an alert
“Use our "Get Employee Count by Criteria" enrichment with People Data Labs to track department headcount by role filter. [[documentation](https://docs.clay.com/en/articles/9718817-get-...”
Community signals
Community discussions and reviews from the last 30 days.
People Data Labs reference from SyncGTM
The API is PDLs best feature and the reason engineers recommend it. Documentation is thorough with working code samples in Python, Node.js, Ruby, Go.
People Data Labs reference from Prospeo
PDL prioritizes avoiding false-positive Frankenstein merges — messy composite records where one persons email gets attached to another persons job title.
People Data Labs reference from G2 Reviewers
Users consistently praise the product for quality data and excellent customer service, highlighting ease of access and the responsiveness of the support team.
People Data Labs reference from SalesForge
The same thing that makes PDL great for engineers makes it unusable for everyone else. Resume data quality depends on public profile completeness.
All opinions are community-sourced from real GTM practitioners. No vendor can claim or edit this page.