> ## Documentation Index
> Fetch the complete documentation index at: https://developers.clay.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Use cases

> See the GTM workflows you can run with Clay from a CLI, API, service, or agent.

Clay makes GTM intelligence executable. Use it when your product, agent, or operations system needs to call the same enrichment, research, scoring, and routing workflows your team trusts in Clay.

## What Clay helps you do

* Turn messy account, person, company, and hiring signals into structured outputs.
* Run waterfall-style enrichment without hard-coding providers into your app.
* Embed lead scoring, routing, research, and CRM hygiene logic into backend workflows.
* Give AI agents a predictable way to run GTM actions and receive JSON.

<Card title="Enrich leads and accounts" href="/use-cases/enrich-leads-and-accounts">
  Add emails, phone numbers, company data, funding, technology, hiring, and account signals.
</Card>

<Card title="Search Clay's GTM database" href="/use-cases/search-gtm-database">
  Discover companies, people, and jobs from natural language.
</Card>

<Card title="Use Clay tables as a database" href="/use-cases/build-on-tables">
  Build dashboards, internal tools, and interactive apps on top of table data.
</Card>

<Card title="Run GTM workflows" href="/use-cases/run-gtm-workflows">
  Execute scoring, qualification, routing, research, and waterfall logic from your own systems.
</Card>

<Card title="Agent workflows" href="/use-cases/agent-workflows">
  Give coding agents and MCP clients a structured interface for Clay.
</Card>

## Start with routines

Most teams start by exposing a Clay function as a routine. Once a routine works, the same workflow can be called from the CLI, Public API, or MCP.

<Card title="Routines" href="/routines">
  Turn Clay functions into callable routines.
</Card>