Linkedin Profile Phone Number Scraper By Keyword

🚀 LinkedIn Profile Phone Number Scraper

LinkedIn Profile Phone Number Scraper is a powerful Apify actor designed to extract phone numbers from LinkedIn profiles by leveraging advanced Google Search algorithms. Whether you are generating leads, building contact lists, or conducting market research, this tool helps you find direct phone contacts based on your specific keywords and location.

It functions as a platform profile phone number scraper, allowing you to target leads on LinkedIn with precision.

✨ Key Features

• Bulk Phone Number Extraction: Scrape mobile and landline numbers from LinkedIn profiles at scale.
• Keyword-Based Search: Target specific industries, job titles, or niches (e.g., "CEO", "Recruiter", "Sales Director").
• Location Filtering: Narrow down results to specific cities, regions, or countries using our built-in location support.
• Global Coverage: Supports scraping from 100+ countries with automatic international dial code detection.
• Smart Deduplication: Automatically removes duplicate phone numbers to ensure a clean dataset.
• Resume Capability: Automatically persists progress, so you can stop and resume scraping without losing data.
• Free Tier Friendly: Built-in limits for free users to prevent over-usage errors, while paid users enjoy unrestricted scraping.

🎯 Use Cases

• Lead Generation: Find phone numbers for cold calling campaigns.
• Recruitment: Locate candidates and professionals in specific fields.
• Sales Prospecting: Connect with decision-makers and business owners directly.
• Marketing Research: Analyze contact availability for potential partners or clients.

🔧 How It Works

1. Enter Keywords: Input your target search terms (e.g., "Software Engineer").
2. Select Country: Choose the country you want to scrape phone numbers from (e.g., "United Kingdom").
3. Set Location (Optional): Refine your search by adding a specific city or region (e.g., "London").
4. Set Limit: Define the maximum number of phone numbers you want to collect.
5. Run Scraper: The actor will search LinkedIn via Google, extract phone numbers using advanced regex patterns, and save the results to your dataset.

📥 Input Parameters

Parameter	Type	Description	Default
keywords	Array	List of keywords to search for.	["Recruiter"]
country	String	Target country for phone numbers (includes dial code).	United Kingdom (+44)
location	String	Specific city or region to filter results.	""
maxPhoneNumbers	Integer	Maximum number of phone numbers to scrape.	20

📤 Output Data

The scraper outputs data in JSON, CSV, or Excel formats. Each result includes:

• Keyword: The search term used.
• Profile Name: The title of the LinkedIn profile.
• Description: The snippet text where the phone number was found.
• Profile URL: Direct link to the LinkedIn profile.
• Phone Number: The extracted phone number in E.164 format.
• Country: The country associated with the number.
• Dial Code: The international dialing code.

📊 Sample Output

{
  "keyword": "Recruiter",
  "title": "John Smith - Senior Recruiter - Tech Corp | LinkedIn",
  "description": "Call me at +44 7700 900077 for job opportunities. #hiring",
  "url": "https://uk.linkedin.com/in/johnsmith-recruiter",
  "phone_number": "+447700900077",
  "country": "United Kingdom",
  "dial_code": "+44"
}

❓ FAQ

Q: Is this legal? A: Yes, this tool extracts publicly available information indexed by search engines. It does not access private profiles or violate LinkedIn's terms of service by logging in.

Q: Can I scrape specific Companies? A: You can use company names as keywords to find profiles associated with them.

Q: Why am I getting "No results"? A: Try broadening your keywords, removing the location filter, or ensuring the selected country matches your target market.

Q: How many numbers can I scrape? A: Free users are limited to 100 results per run. Paid users can scrape as many as their proxy and time limits allow.

📞 Support

For custom scraping solutions, bug reports, or feature requests, please contact us at: leadheavencontact@gmail.com