Mass Linkedin Phone Number Scraper

LinkedIn Phone Number Scraper The LinkedIn Phone Number Scraper is an Apify actor designed to extract phone numbers from LinkedIn profiles, posts, and business pages. Whether you're looking for B2B leads, recruiter contacts, or professional network insights, this tool helps you gather verified phone numbers efficiently in E.164 format. ## 🔹 Key Features - Accurate Phone Extraction: Uses an advanced algorithm to identify and format phone numbers in E.164 format. - Country-Specific Parsing: Supports multiple countries by mapping country names to dial codes and ISO codes for precise number detection. - Deduplication: Eliminates duplicate phone numbers, ensuring a clean dataset. - Seamless Apify Integration: Designed as an Apify actor, making it easy to integrate into existing workflows. - Cost-Effective & Scalable: Provides affordable pricing while handling both small-scale and large-scale scraping operations. ## 🔹 Input Parameters The scraper accepts a JSON input with the following parameters: ### 🔍 keyword - Type: string - Description: The search term to find LinkedIn profiles or businesses (e.g., "software engineer", "marketing executive"). - Default: "software engineer" ### 🌐 platform - Type: string - Description: The target platform. - Default: "LinkedIn" ### 🌎 country - Type: string - Description: The country to target when scraping phone numbers. The value should be formatted as "Country Name (+DialCode)". - Default: "United States (+1)" ### 📌 Example Input json { "keyword": "software engineer", "platform": "LinkedIn", "country": "United States (+1)" } ## 🔹 Output Format The scraper provides a JSON array of objects with the following fields: - title: Name of the LinkedIn user or business. - url: URL of the LinkedIn profile or post. - description: A short bio or snippet from the profile. - phone_number: The extracted phone number in E.164 format. ### 📌 Example Output json [ { "title": "John Doe", "url": "https://www.linkedin.com/in/johndoe", "description": "Senior Software Engineer at TechCorp.", "phone_number": "+14151234******" }, { "title": "Jane Smith", "url": "https://www.linkedin.com/in/janesmith", "description": "Marketing Executive at Marketify.", "phone_number": "+14159876******" } ] ## 🔹 How to Use - Configure Input: Set input parameters (keyword, platform, country) via Apify web interface or API calls. - Run the Scraper: The scraper will: - Search for relevant LinkedIn profiles and posts. - Extract and format valid phone numbers. - Remove duplicates to ensure clean data. - Retrieve Data: Once execution is complete, the scraped data will be available in the output section for download. ## 🔹 Best Use Cases - B2B Lead Generation: Collect phone numbers of business professionals, executives, and entrepreneurs on LinkedIn. - Recruiting & HR: Extract contact details of recruiters, candidates, and industry experts for hiring purposes. - Market Research: Extract contact data to analyze industry trends, top professionals, and company insights. - Sales Prospecting: Find decision-makers and influencers for targeted sales outreach and networking. - Networking & Outreach: Build professional connections and reach out to industry peers or potential collaborators. ## Related Scrapers Check out these additional scrapers that make it easy to collect emails, phone numbers, and other content from popular platforms: - Linkedin Email Scraper - Instagram Email Scraper - Instagram Profile Email Scraper - Tiktok Email Scraper - Linkedin Phone Number Scraper - Instagram Video Downloader - Telegram Phone Number Scraper - Instagram Phone Number Scraper - Tiktok Profile Email Scraper - Etsy Email Scraper - Zillow Email Scraper - Youtube Email Scraper - Threads Email Scraper - Twitter Email Scraper ## Disclaimer The data obtained through these scrapers comes solely from publicly accessible sources. No information is gathered from private accounts or password-protected content. Users are fully responsible for complying with all relevant laws, including those related to spam, privacy, and data protection. Make sure to adhere to each website’s terms of service and respect platform rate limits while using these tools. For data removal requests, please reach out to scrapermindapi@gmail.com. Use these scrapers responsibly, ethically, and only for legitimate research or business purposes. ## 🆘 Support & Feedback For any issues, bugs, or feature requests, please use the issues section. 📩 For custom solutions or further information, contact us at scrapermindapi@gmail.com – we're here to help! ## 🚀 Start Scraping LinkedIn Phone Numbers Today! Configure your search, select your target country, and launch the LinkedIn Phone Number Scraper on Apify now.