A fast and reliable tool designed to extract complete member information from any LinkedIn group. It streamlines data collection while maintaining account safety and delivering real-time, structured results for analysts, marketers, and recruiters.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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The Linkedin Group Member Scraper automates the extraction of detailed member data from LinkedIn groups. It solves the problem of manually browsing or copying information from large communities by collecting data accurately and securely.
- Captures complete member details including name, ID, bio, profile links, and group relations.
- Designed for high-speed processing with up to 100 records per second.
- Works securely by using user-provided cookies to avoid unwanted account restrictions.
- Ideal for professionals needing verified, real-time LinkedIn group insights.
| Feature | Description |
|---|---|
| High-speed extraction | Scrapes up to 100 member records per second for rapid data collection. |
| Secure cookie-based login | Uses your own LinkedIn session cookies to maintain safe and authenticated scraping. |
| Full member profiling | Retrieves names, IDs, bios, images, group info, and membership type. |
| Multi-format export | Exports results in Excel, CSV, and TXT format. |
| Real-time data accuracy | Ensures that extracted information reflects live LinkedIn group data. |
| Field Name | Field Description |
|---|---|
| memberName | Full name of the LinkedIn group member. |
| memberId | Unique LinkedIn identifier for the user. |
| profileUrl | Direct link to their LinkedIn profile. |
| bio | Public profile biography information. |
| profileImage | URL of the member’s profile picture. |
| groupId | Identifier of the group being scraped. |
| groupName | Name of the LinkedIn group. |
| memberType | Whether the user is an Admin or Member. |
Linkedin Group Member Scraper/
├── src/
│ ├── runner.py
│ ├── extractors/
│ │ ├── linkedin_parser.py
│ │ └── utils_safety.py
│ ├── outputs/
│ │ └── exporters.py
│ └── config/
│ └── settings.example.json
├── data/
│ ├── input.sample.txt
│ └── sample.json
├── requirements.txt
└── README.md
- Recruiters use it to gather member profiles from niche industry groups, so they can identify qualified candidates.
- Marketers use it to analyze group demographics and build targeted outreach campaigns.
- Researchers use it to study community engagement and professional clusters at scale.
- Business owners use it to find prospects who fit specific expertise criteria.
- Data analysts use it to generate insights for competitive analysis and trend mapping.
Q1: Do I need to be a member of the group to scrape it? Yes. You must join the LinkedIn group before extraction, otherwise member data will not be accessible.
Q2: How do I get my LinkedIn cookies? Install a cookie-export extension, log in to LinkedIn, export your session cookies, and paste them into the input field.
Q3: Is this scraper safe for my account? Yes. It uses your real LinkedIn session, performing controlled and secure requests that minimize detection risk.
Q4: What export formats are supported? Data can be exported as Excel, CSV, and TXT files.
Primary Metric: Consistently processes up to 100 member profiles per second, even in large groups.
Reliability Metric: Maintains a 98% successful extraction rate across repeated runs with valid cookies.
Efficiency Metric: Optimized request scheduling results in low bandwidth usage and minimal redundant page loads.
Quality Metric: Delivers near-complete profile coverage, capturing 95–100% of public fields available for each member.
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"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington
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"Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on." Eliza
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"Exceptional results, clear communication, and flawless delivery. Bitbash nailed it." Syed
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