# Company data data API for AI agents

looot lists the company data operations of many providers in one catalog. An agent enriches a company from a domain or name, searches companies by filter or by a plain-language prompt, and reads funding, open jobs, technologies and news for a company.

## Jobs an agent does

- Enrich a list of domains with size, industry and location.
- Build a target list: companies that match an industry and size filter.
- Find companies that use a given technology.
- Watch hiring and funding as a buying signal.
- Find lookalikes of your best customers.

## Operations by job

- Funding, investors and filings: Funding rounds, investors, acquisitions and SEC filings for a company.
- Hiring and job postings: Open roles of a company, with first and last seen dates.
- Tech stack: The technologies a company uses and when they were first detected.
- News and buying signals: News events and signals that show a company is moving.
- Similar companies: Lookalikes, competitors and related companies.
- Search and lists: Find companies by filter, by plain-language prompt, or by a website.
- Enrich one company: One company record from a domain or a name: size, industry, location, links.

## How the providers differ

Each provider owns a different slice. People Data Labs and Aviato return one company record from a website, a profile link or an id. Coresignal separates search, collect and enrich, and returns record ids for free before you collect. PredictLeads is strongest on signals such as job openings, financing events and technology detections. TheirStack reads technologies and hiring intent from job posts.

## Prompt

Use looot to enrich example.com with two providers, compare size, industry and location, and list its open jobs. Show every call's price before you run it. Setup is in skill.md.

## What counts as company data here?

A company record by domain or name, search and lists by filter, funding and investors, open jobs, technologies, news events, signals and lookalike companies.

## Do I need a subscription with each provider?

No. Your agent calls every provider with one looot key and pays per call.

## How do I enrich a company from a domain?

Use an enrich operation and send the website. People Data Labs and Aviato accept a website, a profile link or an id, and return name, size, industry, location and links.

## Can I find companies by a plain-language description?

Yes. One operation takes a prompt and returns matching companies, with a similarity setting to refine it.

## How do I see which technologies a company uses?

Use a technology operation. One lists each technology with a confidence level and the first and last dates it was seen. Another returns a full detected-technology profile for a domain.

## Why does Coresignal split search and collect?

Its filter search returns record ids only, and the description says it is free. You then collect the records you want by id, so a broad search stays cheap.

## How does my agent call a Company data operation?

It connects to looot once, searches the catalog for the job, reads the input fields and the price, then runs the operation. Setup takes one line from skill.md, and the same key works for every provider.

## How is a Company data call billed?

Per call, at the price shown on this page for that operation. The agent sees the price before the run, and the run is recorded with its cost in your ledger.

## Where do I find the full input and output fields?

Each operation has a reference page on docs.looot.ai with its input fields, an example call and the response. The For agents card on this page links the cheapest ones.

## Are the prices on this page current?

They are read from the live looot catalog every few minutes, so they change when a provider changes its price. When the catalog cannot be read, the page shows no numbers.

## Which Company data operation should I start with?

Start with the cheapest operation in the job you need, which is listed first in its group. Check that it returns the fields your agent reads, and switch to another provider if it does not.

## Related pages

- /platforms/email-and-phone
- /platforms/linkedin
- /platforms/stocks-and-crypto
- /use-cases/enrich-a-company
- /use-cases/company-list-builder
- /use-cases/job-postings-api

## Last reviewed

2026-10-04. The operation list, the counts and every price are read live from the catalog on the web page.

## For agents

Run any operation with POST /v1/runs and its endpointId. The full tool reference is on docs.looot.ai.

- **platform**: Company data
- **setup**: https://looot.ai/skill.md
- **tool reference**: https://docs.looot.ai/reference/tools