Pricing

$5.00/month + usage

Go to Apify Store

Mass Linkedin Email Scraper

Try for free

Developed by

Scraper Mind

[𝗖𝗵𝗲𝗮𝗽𝗲𝘀𝘁 𝗣𝗿𝗶𝗰𝗲] The Mass/Bulk LinkedIn Email Scraper efficiently extracts email addresses from LinkedIn profiles based on targeted keywords. Perfect for recruitment, sales outreach, and networking, it offers fast, accurate results at 50% lower costs than competitors.

2.6 (3)

Pricing

$5.00/month + usage

Issues response

26 days

Last modified

a day ago

Lead generation

Social media

Automation

You can access the Mass Linkedin Email Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

{
  "openapi": "3.0.1",
  "info": {
    "version": "0.1",
    "x-build-id": "9K03FGApccv0qjhgl"
  },
  "servers": [
    {
      "url": "https://api.apify.com/v2"
    }
  ],
  "paths": {
    "/acts/scraper-mind~linkedin-email-scraper/run-sync-get-dataset-items": {
      "post": {
        "operationId": "run-sync-get-dataset-items-scraper-mind-linkedin-email-scraper",
        "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": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/acts/scraper-mind~linkedin-email-scraper/runs": {
      "post": {
        "operationId": "runs-sync-scraper-mind-linkedin-email-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor and returns information about the initiated run in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$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": {
                  "$ref": "#/components/schemas/runsResponseSchema"
                }
              }
            }
          }
        }
      }
    },
    "/acts/scraper-mind~linkedin-email-scraper/run-sync": {
      "post": {
        "operationId": "run-sync-scraper-mind-linkedin-email-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$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": [
          "keywords"
        ],
        "properties": {
          "keywords": {
            "title": "Keywords",
            "type": "array",
            "description": "A list of keywords to search for.",
            "default": [
              "john",
              "marketing"
            ],
            "items": {
              "type": "string"
            }
          },
          "location": {
            "title": "Location",
            "type": "string",
            "description": "Location to filter search results.",
            "default": ""
          },
          "platform": {
            "title": "Platform",
            "enum": [
              "Linkedin"
            ],
            "type": "string",
            "description": "Select platform.",
            "default": "Linkedin"
          },
          "customDomains": {
            "title": "Custom Email Domains",
            "type": "array",
            "description": "List of custom email domains",
            "default": [
              "@gmail.com"
            ],
            "items": {
              "type": "string"
            }
          },
          "proxyConfiguration": {
            "title": "Proxy Configuration",
            "type": "object",
            "description": "Configure proxies for this Actor."
          }
        }
      },
      "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
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}

Linkedin Email Scraper OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for Mass Linkedin Email Scraper from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

Mass Linkedin Email Scraper API in Python

Mass Linkedin Email Scraper API in JavaScript

Mass Linkedin Email Scraper API through CLI

Mass Linkedin Email Scraper API

LinkedIn Email Scraper (👥 Fast & Affordable) 📧

scrapestorm/linkedin-email-scraper-fast-affordable

This LinkedIn Email Scraper extracts email addresses from LinkedIn based on your selected keywords and email domains. You can also set the max number of items for results 🔥. Perfect for creator outreach 🤳 and collaborations 💥, it delivers fast and accurate results ⚡.

Storm_Scraper

222

5.0

Linkedin Email Scraper

easyapi/linkedin-email-scraper

🚀 Effortlessly scrape email addresses from LinkedIn profiles! 👥 Find professionals matching your keywords and specific email domains. Perfect for lead generation, recruitment, and B2B outreach campaigns. Powered by stealth technology for reliable data collection. 📧🕵️‍♂️

EasyApi

525

3.1

Linkedin Email Scraper

bhansalisoft/linkedin-email-scraper

Linkedin Email Scraper- Scrap Emails from linkedin specific profile using google search engine

bhansalisoft

2.2K

1.0

Linkedin Bulk Profiles Email Scraper

bhansalisoft/linkedin-bulk-profiles-email-scraper

LinkedIn Bulk Profiles Email Scraper- Scrap Emails from bulk LinkedIn Profile link using Google Search Engine

bhansalisoft

341

1.0

Linkedin Bulk Profiles Email Scraper

clothefobia/linkedin-bulk-profiles-email-scraper

Linkedin Bulk Profiles Email Scraper - Scrap Email from Linkedin Profiles bulk

clothe fobia

Linkedin Email Extractor

clothefobia/linkedin-email-extractor

Linkedin Email Extractor-Scrap Emails from Linkedin social media using unique technology with specific keyword

clothe fobia

610

1.8

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies)

dev_fusion/Linkedin-Profile-Scraper

Scrape Linkedin profiles and get full information of the lead.

Dev Fusion

15K

4.2

Linkedin Email Sniper

mohamedgb00714/linkedin-email-sniper

Scrapes linkedin profiles for publicly available data, including usernames and potentially emails

mohamed el hadi msaid

LinkedIn People Profiles, Emails Extractor By URL [ No cookie ]

scrap3r/LinkedIn-people-profiles-by-url

Collect complete LinkedIn profile details by scraping profile URLs, including essential information such as basic info, work history, skills, company details, bio, location, and more.

Internet Scraping

459

5.0

LinkedIn Profile Bulk Scraper +Email ✅ No Cookies $4/$10 per 1k

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles, including complete work experience, education history, skills and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡