# People Enrichment - Name & Company to Verified Email (`renzomacar/people-enrichment`) Actor

Turn a name + company (or an email) into a contact profile: title, seniority, department, best-available email with confidence + live MX verification. Read live from the company site, not a stale database. Pay-per-result Apollo/Clearbit alternative.

- **URL**: https://apify.com/renzomacar/people-enrichment.md
- **Developed by:** [Renzo Madueno](https://apify.com/renzomacar) (community)
- **Categories:** Lead generation, Business
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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 a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.md):

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

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

## People Enrichment — Name & Company to Title, Seniority & Verified Email

Turn a **person's name + their company** (or just an email) into a structured contact profile — **job title, seniority, department, best-available email, and live MX verification** — read **in real time from the company's own website**, not a stale database.

Unlike database tools (Apollo, Clearbit, ZoomInfo) that serve **cached records decaying every month**, this Actor reads the company's live site, so what it returns is as fresh as the site itself — and every field is **confidence-scored** so you know what to trust.

⭐ **Works for you? [Leave a 30-second review](https://apify.com/renzomacar/people-enrichment/reviews)** — and tell me what field to add next via the **Issues** tab. It's the single biggest thing that helps other teams find this.

### What you get

One clean JSON/CSV row per person:

| Field | Example | Notes |
|---|---|---|
| `name`, `firstName`, `lastName` | "John Lincoln" | Normalized from your input |
| `title` | "Co-Founder" | Matched from the company's team/about/leadership pages |
| `seniority` | C-Level · VP · Director · Manager · Founder/Owner · Senior · Entry/IC | Classified from the title |
| `department` | Executive · Engineering · Sales · Marketing · Finance · HR/People · … | Classified from the title |
| `email` | "john@company.com" | Found on-site, or inferred from the company's email pattern |
| `emailInferred` | true / false | **Honest flag** — is the email confirmed or pattern-constructed? |
| `emailConfidence` | 0–1 | Per-email confidence |
| `emailPattern` | "first.last" | Company format, inferred only from ≥2 real emails |
| `domainHasMx` + `mxProvider` | true · "Google Workspace" | Live DNS MX lookup — is the mailbox infrastructure real? |
| `companyName`, `companyDomain`, `companyLinkedin` | "Ignite Visibility" | Company context |
| `matchedOnSite`, `matchType` | true · "site-match+real-email" | Full provenance of how we resolved the person |
| `confidenceScore` | 0–1 | Overall signal coverage |

### How do I enrich a person?

Add people, **one per line** — any of these formats works:

````

John Lincoln, ignitevisibility.com
Jane Smith @ acme.com
jane.doe@notion.so

````

Give a **name + company** to resolve the title & email, or an **email** to enrich the person and verify the domain. Then run it — one structured row per person, exportable to JSON, CSV, Excel, or your CRM.

### Output example

```json
{
  "name": "John Lincoln",
  "firstName": "John",
  "lastName": "Lincoln",
  "title": "Co-Founder",
  "seniority": "Founder/Owner",
  "department": "Executive",
  "companyName": "Ignite Visibility",
  "companyDomain": "ignitevisibility.com",
  "email": "john@ignitevisibility.com",
  "emailInferred": true,
  "emailConfidence": 0.5,
  "emailPattern": "first",
  "domainHasMx": true,
  "mxProvider": "Google Workspace",
  "matchedOnSite": true,
  "matchType": "site-match+pattern-email",
  "confidenceScore": 0.7
}
````

### Use cases

- **Lead scoring & routing** — enrich inbound leads with seniority + department to route to the right rep.
- **CRM contact enrichment** — append title, seniority, and department to existing contacts.
- **ICP filtering** — keep only decision-makers (C-Level / VP / Director) from a raw name list.
- **Org-chart & account mapping** — see who's who at a target account, live from their site.
- **Email discovery** — resolve a likely, MX-verified email for a name + company.

### Pricing

Pay-per-result — no subscription, no seat license:

| Event | Price |
|---|---|
| Actor start | $0.01 |
| Enriched person (above your confidence threshold) | $0.02 |

**You only pay for people we actually resolve** — a title, an email, or a confirmed site match above your `minConfidence`. Names we can't resolve are returned but **not charged**.

### People Enrichment vs the alternatives

| | This Actor | Apollo / Clearbit | Generic email guesser |
|---|---|---|---|
| Live read from company site (not stale DB) | ✅ | ❌ cached | ❌ |
| Title + seniority + department | ✅ | ✅ | ❌ |
| Confidence score per email | ✅ | partial | ❌ |
| Live MX verification | ✅ | partial | ❌ |
| Honest "inferred" flag on constructed emails | ✅ | ❌ | ❌ |
| No API key / no seat | ✅ | ❌ | varies |
| Pay per result | ✅ | ❌ subscription | varies |

### FAQ

**Will it always return an email?** No — and that's deliberate. Personal emails are resolved when the company publishes them or a reliable email pattern exists, and inferred emails are flagged `emailInferred: true` with a lower confidence. We never pass off a blind guess as a verified email.

**What works best?** Companies that publish a team/about/leadership page (agencies, professional services, SMBs, mid-market). Large enterprises that hide their org behind a login return company-level context only.

**Do I need an API key?** No. It runs entirely on Apify and exports anywhere.

**Is this compliant to use?** It reads only publicly published business information from a company's own website. You are responsible for lawful use under your jurisdiction.

### Other Actors by this author

Need the full company profile too? Try **[Company Enrichment API](https://apify.com/renzomacar/company-enrichment)** (domain → tech stack, firmographics & decision-makers), plus my [other Actors](https://apify.com/renzomacar) — Yahoo Finance, SEC EDGAR, and Deep Research MCP.

***

Built by [Renzo Madueño](https://apify.com/renzomacar). Found a bug or want a field added? Open an **Issue** — I read and respond to every one.

# Actor input Schema

## `people` (type: `array`):

One person per line. Formats accepted: `Jane Smith, stripe.com` · `Jane Smith @ stripe.com` · or just an email `jane@stripe.com`. Give a name + company domain to find the email, or an email to enrich the person.

## `maxPagesPerDomain` (type: `integer`):

How many pages to crawl per company (homepage + about/team/leadership/contact). More pages = better title & email matching, slightly slower.

## `minConfidence` (type: `number`):

You only pay for results: people below this confidence score (or with no resolved title/email/site match) are returned but NOT charged.

## Actor input object example

```json
{
  "people": [
    "Patrick Collison, stripe.com",
    "Dylan Field, figma.com",
    "jane.doe@notion.so"
  ],
  "maxPagesPerDomain": 5,
  "minConfidence": 0.3
}
```

# 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 = {
    "people": [
        "Patrick Collison, stripe.com",
        "Dylan Field, figma.com",
        "jane.doe@notion.so"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("renzomacar/people-enrichment").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 = { "people": [
        "Patrick Collison, stripe.com",
        "Dylan Field, figma.com",
        "jane.doe@notion.so",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("renzomacar/people-enrichment").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 '{
  "people": [
    "Patrick Collison, stripe.com",
    "Dylan Field, figma.com",
    "jane.doe@notion.so"
  ]
}' |
apify call renzomacar/people-enrichment --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "People Enrichment - Name & Company to Verified Email",
        "description": "Turn a name + company (or an email) into a contact profile: title, seniority, department, best-available email with confidence + live MX verification. Read live from the company site, not a stale database. Pay-per-result Apollo/Clearbit alternative.",
        "version": "0.1",
        "x-build-id": "0oshlh6XdgEEu5LXf"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/renzomacar~people-enrichment/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-renzomacar-people-enrichment",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/renzomacar~people-enrichment/runs": {
            "post": {
                "operationId": "runs-sync-renzomacar-people-enrichment",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/renzomacar~people-enrichment/run-sync": {
            "post": {
                "operationId": "run-sync-renzomacar-people-enrichment",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "people"
                ],
                "properties": {
                    "people": {
                        "title": "People to enrich",
                        "type": "array",
                        "description": "One person per line. Formats accepted: `Jane Smith, stripe.com` · `Jane Smith @ stripe.com` · or just an email `jane@stripe.com`. Give a name + company domain to find the email, or an email to enrich the person.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxPagesPerDomain": {
                        "title": "Max pages per company",
                        "minimum": 1,
                        "maximum": 12,
                        "type": "integer",
                        "description": "How many pages to crawl per company (homepage + about/team/leadership/contact). More pages = better title & email matching, slightly slower.",
                        "default": 5
                    },
                    "minConfidence": {
                        "title": "Minimum confidence to charge",
                        "minimum": 0,
                        "maximum": 1,
                        "type": "number",
                        "description": "You only pay for results: people below this confidence score (or with no resolved title/email/site match) are returned but NOT charged.",
                        "default": 0.3
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```