LinkedIn — lobstr.io blog
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Linkedin counts +900 millions users, in +200 countries. Find all resources to scrape data from this huge repository of corporate data. At scale.
LinkedIn MCP: Let Claude Pull Jobs, Leads & Posts for You
Claude can't open LinkedIn. Here's how I got it pulling jobs, leads with verified emails, companies and employees, posts and engagement via lobstr.io's MCP.
Shehriar Awan1 Oct 2026LinkedIn Search: The Complete Guide (25+ Operators & Filters)
LinkedIn search, decoded for 2026: every Boolean operator and filter, the real 150-result cap and commercial limit, and how to turn any search into a CSV.
Sasha Bouloudnine22 Sept 2026LinkedIn Limits: The Complete Overview (September 2026)
Every LinkedIn limit in one sourced table: connection requests, messages, InMails, searches, profile views — and how to get LinkedIn data without limits.
Sasha Bouloudnine22 Sept 2026Is LinkedIn Scraping Legal? What LinkedIn's Own Lawsuits Show (2026)
LinkedIn's terms say no. US courts say it's not a crime. The CNIL says GDPR still applies. Every LinkedIn scraping lawsuit, ruling and fine, in one place.
Shehriar Awan17 Sept 2026LinkedIn Follow vs Connect: The Real Difference (& When to Use Each)
LinkedIn Follow vs Connect: the real difference, why some profiles only show Follow (or Message), and how to export both audiences as leads. Tested live.
Sasha Bouloudnine16 Sept 2026LinkedIn URL Examples: How to Find & Customize Yours (+ Free Sheet)
See real LinkedIn URL examples, learn how to find and copy yours on desktop and mobile, customize your vanity URL, and turn any profile URL into full data.
Sasha Bouloudnine15 Sept 2026LinkedIn Directory: Find People & Companies (Plus CSV Exports)
Find LinkedIn people and companies with directory URLs, Google, and search filters. See our access tests and learn which tools export profiles or companies.
Sasha Bouloudnine14 Sept 2026Use Google to Find LinkedIn Profiles + Emails
Turn Google into a LinkedIn search engine: copy-paste X-ray dorks to find profiles and public emails, then scale it with a scraper, the CLI, or your AI agent.
Sasha Bouloudnine7 Sept 2026Best LinkedIn Leads Scrapers 2026 [No-Code + API Edition]
I tested 4 LinkedIn leads scrapers on a 1,000-prospect job. lobstr.io ranked #1 overall; Apify's HarvestAPI won on completion and email volume.
Nathan Eshetu26 Aug 2026Best LinkedIn Profile Scrapers of 2026 [No-Code edition]
I ran the same 50 LinkedIn profiles through every no-code scraper I found. Only 2 survived. lobstr.io wins on data, cost and support. HarvestAPI is 2x faster.
Shehriar Awan6 Aug 2026LinkedIn Sales Navigator Pricing Guide [2026]: Plans and Best Value
Explore LinkedIn Sales Navigator pricing for 2026. I compared all plans to find the best option for you along with features, free trials, and discounts
Shehriar Awan6 Jan 2026How to scrape LinkedIn Profiles using Python in 2026 [Full Code]
Let me show you how to scrape LinkedIn profiles using Python and Requests along with verified work emails. FULL CODE INLCUDED
Shehriar Awan30 Dec 2025How to scrape LinkedIn Profiles with Valid Emails Safely in 2026
Let me show you how to scrape LinkedIn profiles without coding, in the safest possible way and at scale, along with verified work emails.
Shehriar Awan18 Dec 2025Best LinkedIn Sales Navigator Companies Scrapers of 2026 [No-Code]
I compared the best LinkedIn Sales Navigator companies scrapers to find the safest, most affordable, most scalable, and fastest options.
Shehriar Awan12 Dec 2025LinkedIn Sales Navigator API: Access, Pricing & Best Alternatives
In this article, I’ll answer 3 questions: Does LinkedIn offer any official API for Sales Navigator? How much does it cost? What are the best alternatives?
Shehriar Awan21 Aug 2025I Created an AI LinkedIn Bot to Automate Lead Generation
I built an AI powered LinkedIn bot for automated lead generation without writing a single line of code. Here’s how you can do it too.
Shehriar Awan10 Aug 2025How to Export LinkedIn Contacts of your 1st-Degree Connections in 2025
Learn how to export your own LinkedIn contacts and the contacts of your connections (1st and 2nd degree) with verified emails easily and safely in 2025.
Shehriar Awan30 Jul 2025How to export followers from linkedin company page
Learn how to export followers from any LinkedIn company page using Lobstr.io in 4 simple steps. No admin access required.
Shehriar Awan25 May 2025Best Phantombuster Alternatives and Competitors in 2025
I reviewed all Phantombuster alternatives and compiled the list of best ones for different use cases. Here’s the final list:
Shehriar Awan30 Apr 2025How to Buy LinkedIn Accounts Online Safely in 2025
Learn how to safely buy LinkedIn accounts online in 2025 with this comprehensive guide. Discover trusted marketplaces and tips for avoiding scams
Shehriar Awan29 Nov 2024What Does 1st 2nd 3rd Mean on Linkedin - Complete Guide [2025 Edition]
Learn what 1st, 2nd, and 3rd connections mean on LinkedIn, how they impact your networking reach, and tips for building a strong professional network
Shehriar Awan31 Oct 2024How to Use LinkedIn InMail for Outreach in 2025 [Templates Included]
Learn how to master LinkedIn InMail for outreach in 2025 with proven strategies, frameworks, and ready-to-use templates
Shehriar Awan25 Oct 2024How to Use LinkedIn Sales Navigator to Generate Leads in 2024
Let's learn how to use LinkedIn Sales Navigator to generate leads with practical tips, best practices, and examples to boost your outreach in 2024
Shehriar Awan18 Oct 2024How to Extract Emails from LinkedIn Sales Navigator in 2024 [No-Code]
Learn how to easily extract emails from LinkedIn Sales Navigator in 2024 without writing a single line of code and without going broke.
Shehriar Awan30 Sept 20245+ Best LinkedIn Email Extractor Tools of 2024 [No-Code]
In this article, I compared the top no-code LinkedIn email extractor tools of 2024. Learn how to easily extract emails from LinkedIn for lead generation.
Shehriar Awan25 Sept 2024LinkedIn Outreach: 10+ Tips from Reddit Experts
Discover how to build a complete LinkedIn Outreach strategy and close deals on automated. Leverage Reddit expert tips from real world experience.
Sasha Bouloudnine2 Jul 20245 Tips to Steal Competitors’ Audience on LinkedIn
Why build a costly audience when you can steal your competitors’? Discover 5 secret tips to catch your competitors’ customers on LinkedIn for free.
Sasha Bouloudnine17 Jun 2024LinkedIn Job Posting Cost Overview in 2024 [+10 Examples]
Discover how much it does cost to post a job on LinkedIn. With 10+ real-life examples, depending on job type and industry. Plus a free scalable method.
Sasha Bouloudnine10 Jun 2024Complete LinkedIn Industry List [2024]
The complete list of all 434 LinkedIn industries available in 2024, and what to do if yours is not here. Exhaustive and up-to-date list content.
Sasha Bouloudnine31 May 2024+7 tips to boost your LinkedIn Impressions [2024]
In this article, we’ll see what is a LinkedIn impression, why it is different from a view. And how to maximize your impression count.
Sasha Bouloudnine25 May 2024LinkedIn Social Selling Index: Definition & Tips [2024]
Discover what the LinkedIn SSI score means, and where to find your own score. Achieve a top 1% industry SSI rank and become a valuable social selling leader.
Sasha Bouloudnine27 Apr 2024Get Hired: Tips to Reach out to a Recruiter on LinkedIn
In this article we’ll see how to reach out to a Recruiter on LinkedIn. Break into the largest professional network worldwide. 10x your job opportunities.
Sasha Bouloudnine11 Apr 2024Get Contact Number from LinkedIn & Sales Nav for Free [2024]
In this article we’ll see how to find phone numbers from LinkedIn & Sales Navigator. One by one. Manually. Or in bulk at a fast pace. For free.
Sasha Bouloudnine27 Mar 2024How to scrape LinkedIn Post Likers with Python [2024 Edition]
In this article, we'll look at how to scrape up to 3,000 likers per LinkedIn post using Python & requests. Simple open-source code and lightfast collection.
Sasha Bouloudnine6 Mar 2024