People Data Labs
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 Reddit, HN, X, G2, 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.”
Share your experience with People Data Labs
No vendor influence — your review is published as-is. Post anonymously or with your name.
Questions mentioning People Data Labs
0 questions reference this provider.
No questions mention People Data Labs yet.
Ask a QuestionQuick Facts
- Category
- Enrichment
- Community Mentions
- 0
- Sentiment Score
- Neutral (0.00)
- Website
- www.peopledatalabs.com
Related Providers
All opinions are community-sourced from real GTM practitioners. No vendor can claim or edit this page.