People Data Labs
People Data Labs on looot as of 2026-09-28: 17 jobs through 21 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. Reach for it to enrich a company from its domain or name; find companies matching a filter; find people matching a filter.
As of 2026-09-28 (catalog revision 85280) it serves 17 jobs through 21 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 |
skill.enrich |
Enrich skill | 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
4 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.