Linkedin Profile Scraper

Linkedin Profile Scraper – Fast & Reliable LinkedIn Data Extraction Tool

The Linkedin Profile Scraper is a powerful automation tool built to extract public LinkedIn profile data quickly and accurately. It helps recruiters, marketers, and sales teams collect structured insights for lead generation, talent sourcing, and competitive research while maintaining high performance and scalability 🚀

🆘 Support & Feedback

🐞 Bug reports: Open a ticket in the repository's Issues section

✨ Custom solutions or feature requests: Contact our team
📧 Email: dev.scraperengine@gmail.com

---

🌟 Key Features

Feature	Description
Advanced Profile Extraction	Extracts public LinkedIn profile data including name, headline, experience, education, and skills with high accuracy.
Structured JSON Output	Delivers clean, well-formatted JSON ready for CRM systems, databases, or analytics tools.
High-Speed Scraping	Optimized Linkedin Profile Scraper engine ensures fast processing with scalable architecture.
Flexible Input Options	Supports single profile URLs or bulk lists for large-scale LinkedIn data extraction.
Automation Ready	Easily integrate with workflows, APIs, and lead generation pipelines.
Reliable Data Parsing	Smart selectors maintain consistent LinkedIn scraping results even with layout changes.

---

📥 Input

{
    "extractProjects": true,
    "extractRecommendations": true,
    "extractSimilarProfiles": true,
    "proxyConfiguration": {
        "useApifyProxy": false,
        "apifyProxyGroups": [
            "BUYPROXIES94952",
            "RESIDENTIAL"
        ]
    },
    "urls": [
        "https://www.linkedin.com/in/parrsam/"
    ]
}

---

📤 Output

{
    "success": true,
    "name": "Tim Bakke",
    "image": "https://media.licdn.com/dms/image/v2/C4E03AQGZ52Sh18jKBg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516155560465?e=2147483647&v=beta&t=yRYIBKatUsL00x7WXiw5dGCpEZRMkJW6LqoPGIuf3FM",
    "location": "Kirkland, Washington, United States",
    "followers": 1080,
    "connections": "500+ connections",
    "about": "I’m a designer, storyteller, and strategic thinker working at the intersection of human…",
    "recentPosts": [],
    "experience": [
      {
        "@type": "Organization",
        "name": "Microsoft",
        "url": "https://www.linkedin.com/company/microsoft",
        "location": "Redmond, WA",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "Avtex Solutions",
        "url": "https://www.linkedin.com/company/avtex_solutions/",
        "location": "Bellevue, WA",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "Redmond, WA",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "Greater Seattle Area",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      },
      {
        "@type": "Organization",
        "name": "",
        "url": "",
        "location": "",
        "member": {
          "@type": "OrganizationRole",
          "description": ""
        }
      }
    ],
    "articles": [],
    "activity": [
      {
        "title": "In my latest AI@Work newsletter, I wrote about the three new patterns of work we’re seeing emerge in Frontier Firms.  \n  \nIn this video, I take a…",
        "activityType": "Liked byTim Bakke",
        "link": "https://www.linkedin.com/posts/jaredspa_in-my-latest-aiwork-newsletter-i-wrote-activity-7382456655864766464-8Ps3",
        "image": "https://media.licdn.com/dms/image/v2/D5605AQH4-ZbMTAPFBQ/videocover-high/B56ZnPBGggHABw-/0/1760114817324?e=2147483647&v=beta&t=Qm4DJmizjSPfPZDmZQgfx5pb3LpJhnT5TQwuGHySha0"
      },
      {
        "title": "I remember the first time I walked into the Microsoft Executive Briefing Center – I was in awe. The space was beautiful of course but it was more…",
        "activityType": "Liked byTim Bakke",
        "link": "https://www.linkedin.com/posts/erinmchapple_i-remember-the-first-time-i-walked-into-the-activity-7378531632934187008-RZ7M",
        "image": "https://media.licdn.com/dms/image/v2/D4E22AQGbXSHkZa-5tg/feedshare-shrink_800/B4EZmXPafnHoAk-/0/1759179025682?e=2147483647&v=beta&t=ldT6ywEOIhqSr9eFbli-nmrfnSuLMeRaLU_7m_uEePU"
      },
      {
        "title": "One of the greatest legacies of Microsoft's 50 years is the annual GIVE campaign.  I'm particularly proud of how employees, along with the company…",
        "activityType": "Liked byTim Bakke",
        "link": "https://www.linkedin.com/posts/jane-broom-13498a8_one-of-the-greatest-legacies-of-microsofts-activity-7380334941449945088-pFjc",
        "image": "https://media.licdn.com/dms/image/v2/D4E22AQG1TZ3oSNKc3Q/feedshare-shrink_800/B4EZmqsCiGKYAg-/0/1759505296247?e=2147483647&v=beta&t=_gWgZTBZ2eHeoEFx49n3qFTdt5V5vWihnMN0s5AuUoU"
      }
    ],
    "education": [],
    "publications": [],
    "projects": [],
    "recommendations": [
      {
        "name": "Anne Greenwald",
        "link": "https://uk.linkedin.com/in/anne-greenwald-4b9aa0b?trk=public_profile_recommendations",
        "image": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2",
        "text": "“Tim has been a business associate of mine for more than five years. It is rare to meet and work with an individual with such passion for technology who, understanding the needs of businesses today and with a lens to the future, achieves success for his clients through creativity and innovation - and who also embodies a natural aptitude for teamwork. I have learned a great deal from Tim in many respects and am very grateful for his generous mentorship. I recommend him highly as a professional and respect him greatly as a human being.”"
      },
      {
        "name": "Eric Swift",
        "link": "https://au.linkedin.com/in/erswift?trk=public_profile_recommendations",
        "image": "https://media.licdn.com/dms/image/v2/D5603AQFyUjgNaASKjw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729553579830?e=2147483647&v=beta&t=Igg9SvvIhTfUW61XSULvUPLcMS4tyN6BqwYsyIggImk",
        "text": "“Tim stands out as someone who thinks broadly about the technology and the business.  My interactions with him have always ended up producing new ideas and innovative thinking.  He also leads with a human connection that makes him not only effective, but a pleasure to do business with.”"
      }
    ],
    "similarProfiles": [
      {
        "link": "https://www.linkedin.com/in/alessandrobelgamo",
        "name": "Alessandro Belgamo",
        "location": "8K followersBoca Raton, FL",
        "image": "https://media.licdn.com/dms/image/v2/C4D03AQHALurczqrrCw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516280895518?e=2147483647&v=beta&t=X99VukzbroJbdv4v_bwyBhyt--tqFVqsGciKoQ04xHw"
      },
      {
        "link": "https://www.linkedin.com/in/karlnoakes",
        "name": "Karl Noakes",
        "location": "5K followersGig Harbor, WA",
        "image": "https://media.licdn.com/dms/image/v2/C5603AQGaykYsd5JPpg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1638645729915?e=2147483647&v=beta&t=DLSuZ-XsWpNHFm12jsidI1O1DMaxsNWLQnyGLFBRm8A"
      },
      {
        "link": "https://www.linkedin.com/in/nsurendran",
        "name": "Naga Surendran",
        "location": "7K followersGreater Seattle Area",
        "image": "https://media.licdn.com/dms/image/v2/D5603AQHwcvNcmz7IqQ/profile-displayphoto-scale_400_400/B56ZqA0or7JsAg-/0/1763097873935?e=2147483647&v=beta&t=0N6_Vry7RzlnP8j7bCdU69U4YZMhfVcC7BXd41qThoI"
      }
    ]
  }

The output is optimized for LinkedIn automation tools, CRM imports, talent sourcing systems, and B2B lead generation workflows.

---

💻 How to Use

1. Open the Linkedin Profile Scraper actor on Apify.

2. Click “Start” to configure your input settings.

3. Add one or multiple LinkedIn profile URLs.

4. Adjust scraping limits if running bulk extraction.

5. Run the actor and wait for completion.

6. Download structured JSON results from the dataset tab.

This step-by-step process enables fast and efficient LinkedIn data scraping.

---

💡 Best Use Cases

The Linkedin Profile Scraper is ideal for recruiters sourcing candidates, sales teams building B2B prospect lists, marketers conducting audience research, and agencies performing LinkedIn profile scraping for competitive analysis. It streamlines LinkedIn lead generation and talent intelligence workflows efficiently.

---

Disclaimer

This Linkedin Profile Scraper is designed to extract publicly available LinkedIn profile information only. Users are responsible for complying with LinkedIn’s terms of service, data protection regulations, and local privacy laws. This tool is intended for ethical data collection, research, and business intelligence purposes. Always ensure proper usage aligned with legal and platform guidelines.