# ValidatorMails - Premium Bulk Email Verifier & B2B Lead Finder (`validatormails/validatormails-actor`) Actor

Verify bulk emails & find B2B leads with 99% accuracy. Features live SMTP checks, Microsoft O365 directory handshake, and catch-all pattern guessing to reduce bounce rates. Perfect for cold email outreach. Save credits with vault caching!

- **URL**: https://apify.com/validatormails/validatormails-actor.md
- **Developed by:** [sadique shaikh](https://apify.com/validatormails) (community)
- **Categories:** Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 50.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 1,000 email verifieds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

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).


# README

## 🚀 ValidatorMails - Bulk Email Finder & Verifier Actor

[![Apify Actor](https://img.shields.io/badge/Apify-Actor-FF6F00?style=for-the-badge&logo=apify)](https://apify.com)
[![FastAPI](https://img.shields.io/badge/FastAPI-009688?style=for-the-badge&logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com)
[![Python Async](https://img.shields.io/badge/Python-Async-3776AB?style=for-the-badge&logo=python&logoColor=white)](https://python.org)
[![Performance](https://img.shields.io/badge/Concurrency-Controlled-brightgreen?style=for-the-badge)](https://apify.com)

**ValidatorMails** is a high-performance, enterprise-grade email validation and discovery SaaS platform. This official Apify Actor enables you to process bulk leads list for **Email Verification** or **Email Discovery** asynchronously in the cloud, syncing results directly to your Apify datasets.

---

### 🌟 Key Features

- **🔍 Smart Lead Discovery**: Generates 28 naming patterns (e.g. `first.last@domain`, `f.last@domain`) and prioritizes them using the **Master Leads Vault** history to save credits.
- **🛡️ Enterprise Catch-All Guessing**:
  - Automatically detects **Office 365** mailboxes and runs live directory handshake validation (100% accurate results).
  - Guesses naming conventions for standard catch-all domains using database analytics.
  - Skips checking known invalid patterns to keep domain reputation high.
- **⚡ Async Concurrency Throttling**: Configure parallel workers (1 to 20) to query endpoints at optimal speeds.
- **📋 Non-Blocking UI Sync**: Works seamlessly with ValidatorMails backend architecture.
- **suppressed Suppressions**: Automatically detects opt-outs (GDPR/CCPA compliant) and prevents re-verification.

---

### 📥 Actor Inputs Configuration

This actor provides a clean, grouped console user interface on the Apify platform:

#### ⚙️ API Configuration & Authentication
- **Operation Mode**: Select `Find Emails` or `Verify Emails`.
- **API Key**: Your private ValidatorMails API token (`sk_live_...`).
- **Base API URL**: Endpoint of your FastAPI server (default: `https://validatormails.com`).

#### 📥 Input Leads Data
- **Leads Input List**: One entry per line.
  - *Finder Mode*: `Full Name, domain.com` (e.g., `Sadique Shaikh, theinsightsview.com`)
  - *Verifier Mode*: `email@domain.com`

#### 🚀 Performance Settings
- **Concurrency Limit**: Limit of parallel API calls (defaults to 5 to protect server stability).

---

### 📤 Dataset Output Fields

Every successfully processed row generates detailed metrics in your Apify Dataset:

```json
{
  "Email": "sadique@theinsightsview.com",
  "Status": "Valid",
  "Reason": "Valid",
  "Time": "0.00s (Cached)",
  "CatchAll": "No",
  "Disposable": false,
  "Role": false,
  "FreeEmail": false,
  "MXRecord": "mx1.hostinger.com",
  "Error": null
}
````

***

### 🚀 How to Run Locally

If you want to run this actor on your local machine using the Apify SDK:

1. Clone or download this project.
2. Initialize virtual environment:
   ```bash
   python -m venv venv
   .\venv\Scripts\activate
   pip install -r requirements.txt
   ```
3. Create your input configuration inside `storage/key_value_stores/default/INPUT.json`.
4. Execute:
   ```bash
   python -m src
   ```

***

### 🌍 Deploying to Apify Cloud

Deploy in one command to your developer account:

```bash
apify login -t <YOUR_API_TOKEN>
apify push
```

Your Actor will instantly build and be ready to run under **Development > My Actors**!

# Actor input Schema

## `mode` (type: `string`):

Choose whether you want to find new emails or verify existing email addresses.

## `api_key` (type: `string`):

Leave blank to pay directly via Apify's store pricing. If you are an active ValidatorMails website subscriber, enter your key to use your website credits instead.

## `api_url` (type: `string`):

The base HTTP API endpoint of your ValidatorMails server.

## `leads` (type: `string`):

One entry per line. For Find Emails: 'Full Name, domain.com' (e.g., Sadique Shaikh, theinsightsview.com). For Verify Emails: 'email@domain.com'.

## `concurrency_limit` (type: `integer`):

Maximum number of simultaneous API requests to make to prevent rate limiting.

## Actor input object example

```json
{
  "mode": "find",
  "api_url": "https://validatormails.com",
  "leads": "Sadique Shaikh, theinsightsview.com\nadmin@validatormails.com",
  "concurrency_limit": 5
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "leads": `Sadique Shaikh, theinsightsview.com
admin@validatormails.com`
};

// Run the Actor and wait for it to finish
const run = await client.actor("validatormails/validatormails-actor").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "leads": """Sadique Shaikh, theinsightsview.com
admin@validatormails.com""" }

# Run the Actor and wait for it to finish
run = client.actor("validatormails/validatormails-actor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "leads": "Sadique Shaikh, theinsightsview.com\\nadmin@validatormails.com"
}' |
apify call validatormails/validatormails-actor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=validatormails/validatormails-actor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "ValidatorMails - Premium Bulk Email Verifier & B2B Lead Finder",
        "description": "Verify bulk emails & find B2B leads with 99% accuracy. Features live SMTP checks, Microsoft O365 directory handshake, and catch-all pattern guessing to reduce bounce rates. Perfect for cold email outreach. Save credits with vault caching!",
        "version": "1.0",
        "x-build-id": "FeoSA7Ys5iZcen1oA"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/validatormails~validatormails-actor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-validatormails-validatormails-actor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/validatormails~validatormails-actor/runs": {
            "post": {
                "operationId": "runs-sync-validatormails-validatormails-actor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/validatormails~validatormails-actor/run-sync": {
            "post": {
                "operationId": "run-sync-validatormails-validatormails-actor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "mode",
                    "leads"
                ],
                "properties": {
                    "mode": {
                        "title": "Operation Mode",
                        "enum": [
                            "find",
                            "verify"
                        ],
                        "type": "string",
                        "description": "Choose whether you want to find new emails or verify existing email addresses.",
                        "default": "find"
                    },
                    "api_key": {
                        "title": "ValidatorMails API Key (Optional)",
                        "type": "string",
                        "description": "Leave blank to pay directly via Apify's store pricing. If you are an active ValidatorMails website subscriber, enter your key to use your website credits instead."
                    },
                    "api_url": {
                        "title": "ValidatorMails Base API URL",
                        "type": "string",
                        "description": "The base HTTP API endpoint of your ValidatorMails server.",
                        "default": "https://validatormails.com"
                    },
                    "leads": {
                        "title": "Leads Input List",
                        "type": "string",
                        "description": "One entry per line. For Find Emails: 'Full Name, domain.com' (e.g., Sadique Shaikh, theinsightsview.com). For Verify Emails: 'email@domain.com'."
                    },
                    "concurrency_limit": {
                        "title": "Concurrency Limit",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum number of simultaneous API requests to make to prevent rate limiting.",
                        "default": 5
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
