People Data Labs
People Data Labs on looot as of 2026-10-07: 16 jobs through 20 endpoints, how you reach it, what it costs, and how to run it.
People Data Labs
What it’s good for
People Data Labs is in Enrichment, Maps & local. Reach for it to enrich a company from its domain or name; find companies matching a filter; find people matching a filter.
As of 2026-10-07 (catalog revision 101776) it serves 16 jobs through 20 endpoints.
Jobs
| Job id | What it does | Endpoints |
|---|---|---|
company.search |
Find companies matching a filter | 2 |
people.enrich |
Enrich a person from a name and company | 2 |
people.search |
Find people matching a filter | 2 |
people.title.normalize |
Normalize a job title to a standard role | 2 |
autocomplete.create |
Create autocomplete | 1 |
autocomplete.get |
Get autocomplete | 1 |
company.clean.create |
Create company clean | 1 |
company.clean.get |
Get company clean | 1 |
company.enrich |
Enrich a company from its domain or name | 1 |
ip.enrich |
Enrich ip | 1 |
location.clean.create |
Create location clean | 1 |
location.clean.get |
Get location clean | 1 |
person.retrieve |
Retrieve person | 1 |
person.retrieve.bulk |
Bulk person retrieve | 1 |
school.clean.create |
Create school clean | 1 |
school.clean.get |
Get school clean | 1 |
Access
- Runs on looot’s key for 21 endpoints: nothing to set up, the run spends your looot balance. You can connect your own key instead; see Bring your own key.
Price basis
3 per call (from $0.28), 9 per result (from $0.28), 8 free. A call that fails at the provider costs $0; see What’s free.
Free first in fallback
Yes. 8 endpoints cost $0, and a $0 row is tried ahead of the paid rows in its bucket. See Free first.
Run it
A job run takes shared input names, not People Data Labs’s own field names; looot maps them for each provider. For job:company.enrich, domain is taken by 14 of its 20 providers, company is taken by 7 of its 20 providers, linkedin_url is taken by 7 of its 20 providers. See Job inputs.
Example input for looot run or the MCP run tool, with placeholder values:
looot run job:company.enrich --input '{"domain":"example.com","company":"Example Inc","linkedin_url":"https://www.linkedin.com/in/janedoe"}'{
"endpointId": "job:company.enrich",
"input": {
"domain": "example.com",
"company": "Example Inc",
"linkedin_url": "https://www.linkedin.com/in/janedoe"
},
"idempotencyKey": "<new unique key>"
}A job run picks among all the job’s providers. To run People Data Labs itself, name one of its endpoints (MCP search with {"filters": {"provider": "people-data-labs"}} lists them), for example people-data-labs-company-enrich: looot inspect people-data-labs-company-enrich prints its exact input fields and price.
In the live catalog
- Browse: looot.ai/public-catalog/people-data-labs-company-search-get, or search looot.ai/public-catalog for People Data Labs.
- Every endpoint, no account needed:
curl "https://api.looot.ai/v1/public-catalog?provider=people-data-labs"
People Data Labs’s name and logo are trademarks of their owner, shown to identify the provider.