# Bulk Email Validation Service

**Use case:** 

Validate email addresses in bulk to identify invalid or risky addresses. Improve data quality and email deliverability with accurate results.

## Input

```json
{
  "emails": [
    "ahmed@scravity.com",
    "jakub@apify.com",
    "hello@anthropic.com"
  ]
}
```

## Output

```json
{
  "email": {
    "label": "Email address",
    "format": "string"
  },
  "domain": {
    "label": "Domain",
    "format": "string"
  },
  "provider": {
    "label": "Email provider",
    "format": "string"
  },
  "deliverable": {
    "label": "Deliverable",
    "format": "boolean"
  },
  "mx": {
    "label": "MX record exists",
    "format": "boolean"
  },
  "role": {
    "label": "Role-based",
    "format": "boolean"
  },
  "catchall": {
    "label": "Catch-all",
    "format": "boolean"
  },
  "disposable": {
    "label": "Disposable",
    "format": "boolean"
  },
  "privacy": {
    "label": "Privacy protected",
    "format": "boolean"
  }
}
```

## About this Actor

This example demonstrates how to use [Fast Email Validator](https://apify.com/scravitylab/fast-email-validator) with a specific input configuration. Visit the [Actor detail page](https://apify.com/scravitylab/fast-email-validator) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/scravitylab/fast-email-validator.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).