Use case, Company enrichment

Company enrichment API for your agent. One call per company.

Send a company domain. Read company name and description back. Your agent picks the provider, and you pay per call.

Give this to your agent
set up looot - https://looot.ai/skill.md

The job

What the Company enrichment API gives your agent

A domain is enough to pull a company's profile. Your agent sends example.com and gets back what the provider holds: the name, what the firm does, how big it is and where it sits. That is the base layer for scoring a lead, routing an account or filling a CRM.

The providers split into light and deep. A light lookup returns the profile and some links. A deep one adds funding, web traffic, financials or the technologies a company runs. If your next step is a size filter, the light lookup is plenty. If it is a sales brief, pay for the deep one on the accounts that pass.

You give

a company domain

example.com

You get

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

Sample calls

The request and what comes back

Each run is one POST to /v1/runs with an endpoint id and an input. These are illustrative calls with generic values. The run's result holds the provider's own fields.

Request
{"endpointId":"hunter-companies-find","input":{"domain":"example.com"},"wait":30}
ResponseSample output
// POST /v1/runs, then read run.status and run.result
// result: returns the industry category, company type, founded year, email provider, funding rounds and social profiles

The prompt

Copy one prompt, give it to your agent.

Edit the names and numbers, paste it, and the agent runs the job and shows the cost.

  • One run is one company.
  • 1 steps across 8 providers.
  • Runs on demand, whenever you ask.
Prompt: Company enrichment API
Use looot to enrich example.com: return the company name, industry, employee range, headquarters and founding year, and flag any field the provider left empty. 1. Set up https://looot.ai/skill.md. 2. Search the catalog for each step and check its price before you call. 3. Run the cheapest endpoint that fits. 4. Show the results as a table and the total cost.

Give this to your agent
Setup command
set up looot - https://looot.ai/skill.md

Before you start

Settle these before the first run

  • Send the bare domain without a path. One provider wants the full website with its protocol, and your agent reads that on the endpoint page.
  • Name the sections you need. One provider returns only the sections you ask for, so asking for fewer costs less.
  • Cache results on your side. Only one provider here skips the charge for a company you enriched in the last 90 days, and your own copy is cheaper than any lookup.

FAQ

Questions people ask

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.

For agents
use case
Company enrichment API
run
company
schedule
on demand
step
Enrich the company: hunter tomba fullenrich leadmagic prospeo aviato akta people-data-labs
setup
https://looot.ai/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-10-04
markdown /use-cases/enrich-a-company.md

Try Company enrichment with your own agent.

Start your workspace, top up, and paste the prompt into the agent you already use.

Start your workspace See agent recipes