# Enrich a company: agent skill

Company enrichment API for an agent: it sends a company domain to a catalog endpoint and reads company name, description and industry back. Several providers sell the call, so the agent tries the cheapest first. You pay per call, and a failed call costs nothing.

## When it starts

- tell me about example.com as a company
- enrich this list of company domains
- how big is this company and what do they do

## What it asks for

- A company domain, or a list of domains

## How it runs

- looot discover finds the endpoint
- looot inspect shows the price and the input schema
- looot run executes it, billed per call
- Endpoints in order: hunter-companies-find, tomba-companies-find, fullenrich-api-company-lookup, leadmagic-companies-company-search, prospeo-enrich-company, aviato-company-enrich, akta-company-enrichment, people-data-labs-company-enrich

## What comes back

- Company name and description
- Industry
- Headcount and range
- Headquarters
- Founded year
- Funding and tech stack when the provider has them

## Answer rule

Show headcount, industry, headquarters and founding year first. Mark funding and tech stack as missing when the provider has none.

## Install

Save the skill file as /agent-skills/enrich-a-company/SKILL.md, or tell your agent: set up looot, then use /agent-skills/enrich-a-company/SKILL.md.

## Difficulty

easy

## What does company enrichment return?

At minimum a name, a description, an industry, a headcount and a location. Deeper providers add funding, technologies, web traffic and financials. The notes above say what each endpoint adds.

## Can I enrich a company from its name instead of a domain?

Several providers accept a name, and one also accepts a ticker. A domain matches more reliably, because names collide. Send the domain when you have it.

## How do I enrich a whole list of companies?

Give your agent the file and name the domain column. It runs one lookup per row. Prospeo and Aviato also list bulk variants on their tool pages.

## Do I pay when nothing matches?

Not with most of these providers. Prospeo and FullEnrich say so on their pages, and a call that fails at the provider costs you nothing.

## Which provider has the freshest data?

That is not something a page can promise. Run the same ten domains through two providers and compare. Your agent can do that and show both answers side by side.

## How much does one company cost?

You pay per call, and the price depends on the provider your agent picks. This page reads the cheapest live price from the catalog and shows no number when the catalog is unreachable.