LinkedIn B2B Phone Number Scraper

LinkedIn B2B Phone Number Scraper

LinkedIn B2B Phone Number Scraper finds business phone numbers and business emails that companies and professionals publish on public LinkedIn pages, and turns them into clean B2B leads.

Search LinkedIn companies, people, showcase pages, and posts by any B2B keyword, or paste LinkedIn URLs, and get validated E.164 phone numbers with business emails, names, industries, and locations — no LinkedIn account or cookies needed.

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Actor: parsebird/linkedin-b2b-phone-number-scraper — finds phone numbers and business emails on public LinkedIn pages (companies, people, showcase pages, posts). Input: {"target": "terms" | "profileUrls" | "companyUrls", "searchTerms": ["software companies"], "sourceTypes": ["companies","people","postsPages","profiles"] (optional, empty = all), "profileUrls": [{"url": "https://www.linkedin.com/in/..."}], "companyUrls": [{"url": "https://www.linkedin.com/company/..."}], "geography": "US" | "Germany" | "Austin, Texas" (optional), "excludeTerms": ["recruiter"] (optional), "requireCompleteContact": false, "maxItems": 25 (optional, empty = all)}. Run via ApifyClient("YOUR_TOKEN").actor("parsebird/linkedin-b2b-phone-number-scraper").call(run_input=input). Output: one row per LinkedIn page with sourceType, matchedTarget, sourceUrl, name, title, description, location, phoneNumber (E.164, e.g. +12295601796), businessEmail. Optional fields are omitted when the page does not show them. Pricing: pay per lead saved. Get your API token at https://console.apify.com/account#/integrations. Full API spec: https://apify.com/parsebird/linkedin-b2b-phone-number-scraper/api

What is LinkedIn B2B Phone Number Scraper?

LinkedIn B2B Phone Number Scraper is a LinkedIn phone number extractor for B2B lead generation. Many businesses list a phone number and a contact email in their LinkedIn company "About" section, in their posts ("📞 Call us: …"), or in their headline. This actor finds those public pages for your keywords, reads the contact details, validates every phone number, and saves one clean lead per page.

The easiest way to try it: keep the example term software companies, click Start, and open the dataset a minute later.

It works as a LinkedIn API alternative for contact data: no LinkedIn login, no cookies, no browser extension, and no risk to your own LinkedIn account.

What can LinkedIn B2B Phone Number Scraper do?

• 🔎 Search by B2B terms — industries, niches, or job titles such as roofing contractor, accountants, or real estate agent.
• 🏢 Four LinkedIn source types — company pages, people profiles, showcase pages, and posts/articles. Pick some or search all of them.
• 🔗 Scrape LinkedIn URLs directly — paste company URLs, or profile, showcase, and post URLs.
• 📞 Validated phone numbers — every number is checked against country numbering rules and normalized to international E.164 format (+442081592018). Fax lines, follower counts, IDs, and dates are skipped.
• 📧 Business emails first — company-domain addresses are preferred over free-mail addresses.
• 🌍 Geography filter — with a country code or country name, only leads whose phone number or page location is in that country are kept; a city or region narrows the search to that place.
• 🚫 Exclude terms — skip leads mentioning words like recruiter or hiring.
• ✅ Complete contacts only — optionally keep only leads with both a phone number and an email.

As an Apify Actor it also gives you scheduling, a full REST API, integrations with Make, Zapier, Google Sheets, HubSpot and webhooks, and exports to JSON, CSV, Excel, XML, or HTML.

What data can you extract from LinkedIn?

Field	Description
sourceType	LinkedIn page type: companies, people, profiles (showcase pages), or postsPages
matchedTarget	The search term or the input URL that found the lead
sourceUrl	Canonical LinkedIn URL of the page
name	Company, page, or person name
title	Industry for companies and showcase pages, headline for people, post headline for posts
description	Public description, summary, or post text
location	Headquarters or location shown on the page
phoneNumber	Validated phone number in E.164 format
businessEmail	Email shown on the same page

Optional fields are left out of a row when LinkedIn does not show them. Every saved lead has a phoneNumber, a businessEmail, or both.

How to scrape phone numbers from LinkedIn

1. Open LinkedIn B2B Phone Number Scraper and click Try for free.
2. In Target, choose B2B search terms, LinkedIn profile or post URLs, or LinkedIn company URLs.
3. Add your terms (for example plumbing services) or paste your LinkedIn URLs into the matching list.
4. Optionally pick LinkedIn source types, a Geography such as GB or Austin, Texas, and Exclude terms.
5. Set Max leads for a small first run, for example 25.
6. Click Start and download the leads from the Output tab as JSON, CSV, or Excel.

Input

Parameter	Type	Required	Default	Description
target	string	Yes	terms	terms, profileUrls, or companyUrls. Only the matching list is used.
searchTerms	array of strings	For terms	—	B2B terms to search. Wrap a phrase in double quotes for an exact match.
sourceTypes	array of strings	No	all	companies, people, postsPages, profiles. Ignored for URL targets.
profileUrls	array of {url}	For profileUrls	—	LinkedIn /in/, /showcase/, /posts/, or /pulse/ URLs.
companyUrls	array of {url}	For companyUrls	—	LinkedIn /company/ URLs.
geography	string	No	—	Country code (US, GB, DE), country name, or place (Austin, Texas).
excludeTerms	array of strings	No	—	Skip leads whose name, title, description, or location contains any of these words.
requireCompleteContact	boolean	No	false	Keep only leads with both a phone number and a business email.
maxItems	integer	No	all	Stop after this many leads. Leave empty to run until the public results run out.

Example input:

{
  "target": "terms",
  "searchTerms": ["software companies"],
  "requireCompleteContact": false,
  "maxItems": 25
}

Output example

[
  {
    "sourceType": "companies",
    "matchedTarget": "https://www.linkedin.com/company/forevercare-home-care",
    "sourceUrl": "https://www.linkedin.com/company/forevercare-home-care",
    "name": "ForeverCare Home Care",
    "title": "Home Health Care Services",
    "description": "ForeverCare Home Care | 5 followers on LinkedIn. Compassion. Comfort. ForeverCare. | At ForeverCare Home Care, we believe that everyone deserves to feel safe, comfortable, and cared for in the place they call home. ...",
    "location": "BUFORD, GA",
    "phoneNumber": "+12295601796",
    "businessEmail": "info@forevercocareservices.com"
  },
  {
    "sourceType": "companies",
    "matchedTarget": "accountants",
    "sourceUrl": "https://www.linkedin.com/company/reflexaccounting",
    "name": "Reflex Accounting Limited",
    "title": "Accounting",
    "description": "Reflex Accounting Limited | 1,603 followers on LinkedIn. We are Chartered Certified Accountants serving small to medium sized businesses and limited companies. | We are Chartered Certified Accountants based in Birmingham, serving small to medium sized businesses and limited companies. ...",
    "location": "Birmingham, West Midlands",
    "phoneNumber": "+441212621528",
    "businessEmail": "info@reflexaccounting.co.uk"
  }
]

Download the dataset in JSON, CSV, Excel, XML, or HTML, or read it through the Apify API.

Use cases

• Cold calling lists — build call lists of companies in a niche, such as roofing contractors or accounting firms.
• Local B2B prospecting — combine a service term with a city, for example plumbing services and Austin, Texas.
• Country-specific outreach — set geography to GB or DE to get numbers from that country.
• CRM enrichment — paste LinkedIn company URLs you already have and add their public phone numbers and emails.
• Agency lead generation — find agencies and service providers that actively advertise their contact details in LinkedIn posts.

How it works

1. For search terms, the actor finds public LinkedIn pages of the chosen source types that match your term and mention contact details. Pages whose name, industry, or description don't mention your term are skipped as off-topic.
2. Each public company, showcase, and post page is read in full, including the company's own posts shown on the page.
3. LinkedIn hides most personal profiles from logged-out visitors, so for people the actor reads the profile's public search listing (name, headline, and summary text).
4. Phone numbers are validated for the page's country (or your geography) and normalized to E.164; emails on the company's own domain are preferred.
5. Pages without a phone number or email are skipped and not charged. Each LinkedIn page is saved at most once per run.

How much does it cost to scrape LinkedIn phone numbers?

LinkedIn B2B Phone Number Scraper uses pay-per-event pricing. You pay only for leads saved to the dataset — pages without contact data are free.

Event	Free plan	Bronze	Silver	Gold
lead-scraped — per lead	$0.00249	$0.00229	$0.00209	$0.00189
Per 1,000 leads	$2.49	$2.29	$2.09	$1.89

For example, 1,000 LinkedIn leads on the Free plan cost $2.49. Apify's free monthly platform credit covers about 2,000 leads a month. Use Max leads or a spending limit to cap each run.

Is it legal to scrape LinkedIn phone numbers?

LinkedIn B2B Phone Number Scraper reads only public pages that LinkedIn shows to logged-out visitors, and only contact details that the business or person chose to publish there. It does not log in, bypass paywalls, or access private data.

Phone numbers and emails can still be personal data under GDPR, CCPA, and similar laws, and outreach may be governed by rules such as TCPA or PECR. Make sure you have a legitimate reason to process the data and follow the rules that apply to you. If in doubt, consult a lawyer. Read more in Apify's post Is web scraping legal?

Use LinkedIn B2B Phone Number Scraper with the API

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("parsebird/linkedin-b2b-phone-number-scraper").call(run_input={
    "target": "terms",
    "searchTerms": ["roofing contractor"],
    "geography": "US",
    "maxItems": 100,
})
for lead in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(lead["name"], lead.get("phoneNumber"), lead.get("businessEmail"))

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('parsebird/linkedin-b2b-phone-number-scraper').call({
    target: 'companyUrls',
    companyUrls: [{ url: 'https://www.linkedin.com/company/forevercare-home-care' }],
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

See the API tab for all endpoints and the Apify API client docs for more options.

Other B2B lead generation scrapers

• Website Contact Finder — emails, phone numbers, and social profiles from any company website.
• YellowPages USA Lead Generator — US business listings with phone numbers and addresses.
• BBB Scraper — Better Business Bureau business profiles and contact data.
• Nextdoor Business Scraper — local businesses and their contact details from Nextdoor.
• Owler Company Scraper — company profiles, revenue, and competitors.
• UK Companies House Scraper — official UK company registry data.

FAQ

Do I need a LinkedIn account or cookies? No. The actor reads only pages that LinkedIn shows to logged-out visitors, so your LinkedIn account is never used.

Why don't all companies have a phone number? The actor returns only contact details that are visible on the public page. Companies that don't publish a phone number or email are skipped and not charged.

How are phone numbers validated? Each number is checked against the numbering plan of its country and saved in E.164 format. Numbers without a + prefix are read using your geography country, then the page's own country, then the United States. When you set a country, numbers from that country are preferred.

Which source type gives the most leads? Company and showcase pages usually give the most leads per search. People work best for professions that publish their number, such as real estate agents or brokers. Posts work well for local service businesses that advertise in their posts.

Why did my run stop before reaching Max leads? When the public results for a term run out or stop returning contacts, the run ends. Add more search terms, remove filters, or try other source types to get more leads.

Can I get more than one phone number per company? Each row holds the first contact number shown on the page (numbers labelled as phone, call, or mobile come first). One lead is saved per LinkedIn page.

Can I schedule runs or send leads to my CRM? Yes. Use Apify schedules for recurring runs and integrations or webhooks to push leads to Google Sheets, HubSpot, Make, or Zapier.

Something doesn't work? Open an issue on the Issues tab with your run link and we'll look into it.