---
title: "People Data Labs"
description: "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."
---

{/* Generated by scripts/generate-providers.mjs from data/providers.json. Do not edit. */}

<ProviderHeader id="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`](/catalog/enrichment) | Find companies matching a filter | 2 |
| [`people.enrich`](/catalog/enrichment) | Enrich a person from a name and company | 2 |
| [`people.search`](/catalog/enrichment) | Find people matching a filter | 2 |
| [`people.title.normalize`](/catalog/enrichment) | Normalize a job title to a standard role | 2 |
| `autocomplete.create` | Create autocomplete | 1 |
| `autocomplete.get` | Get autocomplete | 1 |
| [`company.clean.create`](/catalog/enrichment) | Create company clean | 1 |
| [`company.clean.get`](/catalog/enrichment) | Get company clean | 1 |
| [`company.enrich`](/catalog/enrichment) | Enrich a company from its domain or name | 1 |
| `ip.enrich` | Enrich ip | 1 |
| [`location.clean.create`](/catalog/enrichment) | Create location clean | 1 |
| [`location.clean.get`](/catalog/enrichment) | Get location clean | 1 |
| [`person.retrieve`](/catalog/enrichment) | Retrieve person | 1 |
| [`person.retrieve.bulk`](/catalog/enrichment) | 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](/guides/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](/money/free-and-failures).

## 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](/concepts/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](/concepts/job-inputs).

Example input for `looot run` or the MCP [`run`](/mcp-tools/run) tool, with placeholder values:

<CodeGroup>

```bash CLI
looot run job:company.enrich --input '{"domain":"example.com","company":"Example Inc","linkedin_url":"https://www.linkedin.com/in/janedoe"}'
```

```json MCP
{
  "endpointId": "job:company.enrich",
  "input": {
    "domain": "example.com",
    "company": "Example Inc",
    "linkedin_url": "https://www.linkedin.com/in/janedoe"
  },
  "idempotencyKey": "<new unique key>"
}
```

</CodeGroup>

A job run picks among all the job's providers. To run People Data Labs itself, name one of its endpoints (MCP [`search`](/mcp-tools/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](https://looot.ai/public-catalog/people-data-labs-company-search-get), or search [looot.ai/public-catalog](https://looot.ai/public-catalog?text=People%20Data%20Labs) 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.

<Related />