{"id":12143,"date":"2024-10-25T13:21:14","date_gmt":"2024-10-25T13:21:14","guid":{"rendered":"https:\/\/scrapingdog.com\/?p=12143"},"modified":"2025-09-04T14:12:47","modified_gmt":"2025-09-04T14:12:47","slug":"best-linkedin-scrapers","status":"publish","type":"post","link":"https:\/\/www.scrapingdog.com\/blog\/best-linkedin-scrapers\/","title":{"rendered":"5 Best LinkedIn Scraping Tools (Ranked) by Scalability, Data Quality, and Pricing"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12143\" class=\"elementor elementor-12143\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d08f479 e-con-full e-flex e-con e-parent\" data-id=\"d08f479\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64a8f52 elementor-widget elementor-widget-html\" data-id=\"64a8f52\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!-- Gutenberg \u201cCustom HTML\u201d block -->\r\n<div style=\"\r\n  background:#d9f4e5;\r\n  border-left:4px solid #1d9b6c;\r\n  padding:18px 24px;\r\n  margin:24px 0;\r\n  border-radius:6px;\r\n  font-family:'Montserrat',sans-serif;\r\n  font-size:18px;\r\n  line-height:1.65;\r\n  color:#1a1a1a;\">\r\n  <p style=\"margin:0 0 8px 0;font-weight:600;\">TL;DR<\/p>\r\n\r\n  <ul style=\"margin:0; padding-left:20px;\">\r\n    <li>2025 roundup ranking 5 LinkedIn scrapers on scale, price, DX, stability, freshness.<\/li>\r\n    <li><strong>Scrapingdog<\/strong>: 1M profiles; Enterprise $1k\/mo \u2248110k ($0.009); 5+ yrs, 200+ users; fresh data.<\/li>\r\n    <li><strong>Bright Data<\/strong>: ~$0.05\/profile; big pool but some downtime.<\/li>\r\n    <li><strong>Apify<\/strong>: cookie-based; ~50 (normal) \/ ~500 (premium); 3-day trial then $25\/mo; good for small runs.<\/li>\r\n    <li><strong>Phantombuster<\/strong>: ~80\/day via cookies; unstable, pricing unclear. <strong>PDL<\/strong>: ~$0.28\/profile, older DB.<\/li>\r\n  <\/ul>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d3cbcd font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"8d3cbcd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>LinkedIn Scrapers are quite in demand in 2025. LinkedIn has the largest pool of corporates available today.<\/p><p>So obviously, you can find many people on this platform who could have the same interests as yours. But websites like LinkedIn can serve you with data that can be used for selling goods and products.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-730f74a font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"730f74a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"412a\">LinkedIn has more than\u00a0<a href=\"https:\/\/www.demandsage.com\/linkedin-statistics\/\" target=\"_blank\" rel=\"noopener\">800 million active users<\/a>\u00a0where people share their work experience, skills, and achievements daily. If you scrape and use this data wisely then you can generate a lot of\u00a0<a href=\"https:\/\/profiletree.com\/linkedin-social-selling-index\/\" data-type=\"link\" data-id=\"https:\/\/profiletree.com\/linkedin-social-selling-index\/\" target=\"_blank\" rel=\"noopener\">leads for your business<\/a>.<\/p><p>Of course, this data can also be used for other purposes like finding the right candidate for the job or maybe enriching your own CRM.<\/p><p id=\"bc23\">In this article, we will talk about the best LinkedIn scrapers in the market. Using these scrapers you can scrape Linkedin at scale.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c02d09 elementor-widget elementor-widget-heading\" data-id=\"8c02d09\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Advantages of using LinkedIn Scrapers Instead of Collecting Data Manually<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-929d80e font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"929d80e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol class=\"wp-block-list\"><li>You will always stay anonymous. On each request, a new IP will be used to scrape a page. Your IP will always be hidden.<br \/><br \/><\/li><li>The pricing will be less as compared to the official API.<br \/><br \/><\/li><li>You can get parsed JSON as the output.<br \/><br \/><\/li><li>3rd Party APIs can be customized according to demands.<br \/><br \/><\/li><li>24*7 support is available with many of them.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aeaa335 elementor-widget elementor-widget-heading\" data-id=\"aeaa335\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Some Challenges of Scraping LinkedIn at Scale<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a591898 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"a591898\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>If you have researched enough, you must by now know that\u00a0<strong>there are tools with which you can scrape a few hundred profiles\/jobs without any problem<\/strong>.<\/p><p>These tools either use your LinkedIn Profile\/LinkedIn Sales Navigator which makes them limited in terms of their abilities to extract data.<\/p><p>The main problem arises\u00a0<strong>when you scrape LinkedIn at scale<\/strong>. Some of them are \u2b07\ufe0f<\/p><div class=\"wp-block-spacer\" aria-hidden=\"true\">\u00a0<\/div><ol class=\"wp-block-list\"><li><strong>Legal and Ethical Issues<\/strong>:<br \/><br \/><ul class=\"wp-block-list\"><li><strong>User Agreement Violation<\/strong>: LinkedIn\u2019s terms of service prohibit the scraping of their website. Engaging in this activity can result in legal action against the perpetrators.<br \/><br \/><\/li><li><strong>Privacy Concerns<\/strong>: Extracting user data without consent violates privacy norms and can lead to severe repercussions. I have discussed in detail about the <a href=\"https:\/\/www.scrapingdog.com\/blog\/linkedin-web-scraping\/\">legality of scraping LinkedIn<\/a> in this blog.<br \/><br \/><\/li><\/ul><\/li><li><strong>Technical Challenges<\/strong>:<br \/><br \/><ul class=\"wp-block-list\"><li><strong>Rate Limits<\/strong>: LinkedIn monitors and restricts frequent and massive data requests. An IP address can be temporarily banned if it makes too many requests in a short period.<br \/><br \/><\/li><li><strong>Dynamic Content Loading<\/strong>: LinkedIn uses AJAX and infinite scrolling to load content dynamically. Traditional scraping methods often fail to capture this kind of content.<br \/><br \/><\/li><li><strong>Complex Website Structure<\/strong>: LinkedIn\u2019s DOM structure is intricate, and elements might not have consistent class or ID names. This can make the scraping process unstable.<br \/><br \/><\/li><li><strong>Captchas<\/strong>: LinkedIn employs captchas to deter automated bots, making scraping even more challenging.<br \/><br \/><\/li><li><strong>Cookies and Sessions<\/strong>: Managing sessions and cookies is necessary to mimic a real user browsing pattern and avoid detection.<br \/><br \/><\/li><\/ul><\/li><li><strong>Maintenance Issues<\/strong>:<br \/><br \/><ul class=\"wp-block-list\"><li><strong>Frequent Changes<\/strong>: LinkedIn, like other modern web platforms, frequently changes its user interface and underlying code. This means scrapers need constant updating to remain functional.<br \/><br \/><\/li><li><strong>Data Quality<\/strong>: Ensuring the scraped data\u2019s accuracy, relevancy, and completeness can be challenging, especially at scale.<br \/><br \/><\/li><\/ul><\/li><li><strong>Infrastructure and Costs<\/strong>:<br \/><br \/><ul class=\"wp-block-list\"><li><strong>Large-scale Scraping<\/strong>: Scraping at scale requires a distributed system, proxy networks, and\u00a0<a href=\"https:\/\/www.backblaze.com\/blog\/video-surveillance-data-storage-cloud-vs-on-prem-vs-hybrid\/\" target=\"_blank\" rel=\"noreferrer noopener\" data-type=\"link\" data-id=\"https:\/\/www.backblaze.com\/blog\/video-surveillance-data-storage-cloud-vs-on-prem-vs-hybrid\/\">cloud infrastructure<\/a>, increasing the complexity and costs.<br \/><br \/><\/li><li><strong>Data Storage<\/strong>: Storing vast amounts of scraped data efficiently and securely is another challenge.<br \/><br \/><\/li><\/ul><\/li><li><strong>Anti-Scraping Mechanisms<\/strong>:<br \/><br \/><ul class=\"wp-block-list\"><li><strong>Sophisticated Detection<\/strong>: LinkedIn employs sophisticated bot detection mechanisms. Mimicking human-like behavior becomes essential to avoid detection.<br \/><br \/><\/li><li><strong>Continuous Monitoring<\/strong>: LinkedIn monitors for suspicious activities and can block accounts or IP addresses even if you successfully scrape data.<\/li><\/ul><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68c0609 elementor-widget elementor-widget-heading\" data-id=\"68c0609\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Advantages of using LinkedIn Scrapers Instead of Collecting Data Manually<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64395ab font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"64395ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol class=\"wp-block-list\"><li>You will always stay anonymous. A new IP will be used on each request to scrape a page. Your IP will always be hidden.<br \/><br \/><\/li><li>The pricing will be lower than the official API.<br \/><br \/><\/li><li>You can get parsed JSON as the output.<br \/><br \/><\/li><li>3rd Party APIs can be customized according to demands.<br \/><br \/><\/li><li>24*7 support is available.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb3e372 elementor-widget elementor-widget-heading\" data-id=\"bb3e372\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Best LinkedIn Scrapers [In 2025]<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4d80be font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"f4d80be\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We will be judging these LinkedIn lead Scraper APIs based on 5 attributes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a5f8c9 elementor-widget elementor-widget-image\" data-id=\"5a5f8c9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"828\" height=\"467\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-1-1-3.jpg\" class=\"attachment-full size-full wp-image-12166\" alt=\"\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-1-1-3.jpg 828w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-1-1-3-300x169.jpg 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-1-1-3-768x433.jpg 768w\" sizes=\"(max-width: 828px) 100vw, 828px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db4084f font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"db4084f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"wp-block-list\"><li><strong>Scalability<\/strong>\u00a0means how many pages you can scrape in a day.<\/li><li><strong>Pricing<\/strong>\u00a0of the API. What is the cost of one API call?<\/li><li><strong>Developer-friendly<\/strong>\u00a0refers to the ease with which a software engineer can use the service.<\/li><li><strong>Stability<\/strong>\u00a0refers to how much load a service can handle or for how long the service is in the market.<\/li><li><strong>Data Quality<\/strong> refers to how old the data is.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d373055 elementor-widget elementor-widget-heading\" data-id=\"d373055\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Scrapingdog\u2019s LinkedIn Scraper API<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-143b9f8 elementor-widget elementor-widget-image\" data-id=\"143b9f8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"453\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/LinkedIn-scraper-API-1024x580.png\" class=\"attachment-large size-large wp-image-18943\" alt=\"LinkedIn scraper API\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/LinkedIn-scraper-API-1024x580.png 1024w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/LinkedIn-scraper-API-300x170.png 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/LinkedIn-scraper-API-768x435.png 768w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/LinkedIn-scraper-API.png 1435w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffc07a1 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"ffc07a1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Scrapingdog offers a simple and easy-to-use\u00a0<a href=\"https:\/\/www.scrapingdog.com\/linkedin-scraper-api\/\" data-type=\"link\" data-id=\"https:\/\/www.scrapingdog.com\/linkedin-scraper-api\">LinkedIn Scraper API<\/a>.<\/p><p>This API can be used to<strong> scrape either a person\u2019s profile or a company profile<\/strong><em><strong>.<\/strong><\/em>\u00a0Other than this Scrapingdog offers <a href=\"https:\/\/www.scrapingdog.com\/linkedin-jobs-api\/\" target=\"_blank\" rel=\"noopener\">LinkedIn Jobs scraper<\/a>\u00a0to scrape job data from this platform.<\/p><p id=\"d59d\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Scalability<\/strong><\/span><\/p><p id=\"6d60\">Well, you can scrape around 1 million profiles from Scrapingdog\u2019s LinkedIn Scraping API be it job data or profile data.<\/p><p id=\"71d7\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Pricing<\/strong><\/span><\/p><p id=\"e41d\">The enterprise pack will cost $1k per month and you can scrape 110k profiles. Each profile will cost\u00a0<strong>$0.009<\/strong>.<\/p><p id=\"88fa\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Developer Friendly<\/strong><\/span><\/p><p id=\"ec2c\">The documentation is self-explanatory and the user can test the API directly from the dashboard without setting up any coding environment.<\/p><p id=\"792b\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Stability<\/strong><\/span><\/p><p id=\"e1ef\">Scrapingdog has been in the market for 5 years now and has more than 200 users which proves its stability in scraping LinkedIn at scale.<\/p><p id=\"a45b\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Data Quality<\/strong><\/span><\/p><p id=\"4ce4\">We always scrape fresh data.<\/p><p>Here\u2019s a video that demonstrates how you can use the API to scrape data at scale. \u2b07\ufe0f<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e2fcf1 elementor-widget elementor-widget-video\" data-id=\"0e2fcf1\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/mhMfuUML3Lc&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb1d4bc elementor-widget elementor-widget-heading\" data-id=\"eb1d4bc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\nBrightdata LinkedIn Scraper<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d834529 elementor-widget elementor-widget-image\" data-id=\"d834529\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"285\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-3-1-2-1024x365.jpg\" class=\"attachment-large size-large wp-image-12190\" alt=\"\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-3-1-2-1024x365.jpg 1024w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-3-1-2-300x107.jpg 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-3-1-2-768x274.jpg 768w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-3-1-2.jpg 1167w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a353448 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"a353448\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"8e13\"><a href=\"https:\/\/brightdata.com\/products\/web-scraper\/linkedin\" target=\"_blank\" rel=\"nofollow noopener\">Brightdata<\/a>, along with its large proxy network also provides LinkedIn Scrapers.<\/p><p id=\"1c73\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Scalability<\/strong><\/span><\/p><p id=\"9f25\">Their scalability is great but the error rate might go up due to disturbances in their proxy pool. Bright data goes down frequently.<\/p><p id=\"0ad8\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Pricing<\/strong><\/span><\/p><p id=\"82e2\">Their solution could be a little expensive. The per-profile cost is around $0.05.<\/p><p id=\"0abb\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Developer Friendly<\/strong><\/span><\/p><p id=\"4607\">The whole documentation is quite easy to read and there are request builders which can help you get started quickly.<\/p><p id=\"3704\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Stability<\/strong><\/span><\/p><p id=\"3b07\">No doubt Brightdata has the biggest proxy pool in the market but they frequently go down sometimes. But overall their infrastructure is quite solid.<\/p><p id=\"ac33\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Data Quality<\/strong><\/span><\/p><p id=\"ec6c\">They do scrape fresh data like Scrapingdog.<\/p><p><strong><em>Read More:\u00a0<a href=\"https:\/\/www.scrapingdog.com\/blog\/bright-data-alternatives-for-web-scraping\/\" data-type=\"link\" data-id=\"https:\/\/www.scrapingdog.com\/blog\/bright-data-alternatives-for-web-scraping\/\">5 Best Bright Data Alternatives for Web Scraping<\/a><\/em><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b56970 elementor-widget elementor-widget-heading\" data-id=\"2b56970\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Phantombuster<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf0d293 elementor-widget elementor-widget-image\" data-id=\"bf0d293\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"364\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/phantombuster-1024x466.png\" class=\"attachment-large size-large wp-image-18944\" alt=\"\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/phantombuster-1024x466.png 1024w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/phantombuster-300x137.png 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/phantombuster-768x350.png 768w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/phantombuster-1536x700.png 1536w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/phantombuster.png 1866w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f270bd4 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"f270bd4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"3fc9\"><a href=\"https:\/\/phantombuster.com\/\" target=\"_blank\" rel=\"nofollow noopener\">Phantombuster<\/a>\u00a0is another Linkedin scraper provider. Recently they have changed their messaging from web scraping services to lead generation services.<\/p><p id=\"cecd\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Scalability<\/strong><\/span><\/p><p id=\"1891\">Using Phantombuster you can only scrape 80 profiles in a day that too with your credentials and cookies. This may lead to the blocking of your account. Hence it cannot be used for mass scraping.<\/p><p id=\"04b2\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Pricing<\/strong><\/span><\/p><p id=\"3b94\">The pricing for this service is not clear on their website.<\/p><p id=\"57ad\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Developer Friendly<\/strong><\/span><\/p><p id=\"bbc7\">No documentation is available on the website.<\/p><p id=\"0eaf\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Stability<\/strong><\/span><\/p><p id=\"eac0\">They are simply using your cookies to scrape the LinkedIn profile. This service is not at all stable because, after 50 profiles, LinkedIn will block your account and the cookies will no longer remain valid.<\/p><p id=\"bb8d\" class=\"wp-block-heading has-medium-font-size\"><strong><span style=\"text-decoration: underline;\">Data Quality<\/span><\/strong><\/p><p id=\"4a9c\">You will get fresh data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c4361d elementor-widget elementor-widget-heading\" data-id=\"1c4361d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">People Data Labs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33c6c85 elementor-widget elementor-widget-image\" data-id=\"33c6c85\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"248\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-5-1-1.jpg\" class=\"attachment-large size-large wp-image-12207\" alt=\"\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-5-1-1.jpg 828w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-5-1-1-300x93.jpg 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/08\/image-5-1-1-768x238.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7167317 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"7167317\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"cdf8\"><a href=\"https:\/\/www.peopledatalabs.com\/\" target=\"_blank\" rel=\"nofollow noopener\">PDL<\/a>\u00a0provides data enrichment technology. You can use their APIs to find valuable insights for any prospect.<\/p><p id=\"db24\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Scalability<\/strong><\/span><\/p><p id=\"e276\">PDL is designed for small projects. You cannot scrape thousands of profiles with it in a short time frame. So, the scalability is not great.<\/p><p id=\"5fa0\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Pricing<\/strong><\/span><\/p><p id=\"e14a\">It will cost you $0.28 per profile. This makes them very very costly.<\/p><p id=\"736b\" class=\"wp-block-heading has-medium-font-size\"><span style=\"text-decoration: underline;\"><strong>Developer Friendly<\/strong><\/span><\/p><p id=\"149e\">The documentation is nice which makes them developer-friendly.<\/p><h4 id=\"21fb\" class=\"wp-block-heading has-medium-font-size\"><u>Stability<\/u><\/h4><p id=\"e8a6\">If you are ok with old data then it is stable.<\/p><p id=\"963a\" class=\"wp-block-heading has-medium-font-size\"><strong><u>Data Quality<\/u><\/strong><\/p><p id=\"fce6\">The data you get will be from an old database because they don\u2019t scrape it fresh. They have data sources that they renew at regular intervals.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2837ce3 elementor-widget elementor-widget-heading\" data-id=\"2837ce3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Apify<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14dde4f elementor-widget elementor-widget-image\" data-id=\"14dde4f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"376\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Apify-Linkedin-Scraper.webp\" class=\"attachment-large size-large wp-image-19242\" alt=\"Apify Linkedin Scraper\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Apify-Linkedin-Scraper.webp 985w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Apify-Linkedin-Scraper-300x141.webp 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Apify-Linkedin-Scraper-768x361.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44b14fb font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"44b14fb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"a9c9\" class=\"pw-post-body-paragraph mt mu fq mv b mw mx my mz na nb nc nd ne nf ng nh ni nj nk nl nm nn no np nq fj bk\" data-selectable-paragraph=\"\"><a class=\"af nr\" href=\"https:\/\/apify.com\/curious_coder\/linkedin-profile-scraper\" target=\"_blank\" rel=\"noopener ugc nofollow\">Apify<\/a>\u00a0is another great LinkedIn scraper. You can scrape person\u2019s profile as well as the company profile.<\/p><p id=\"9780\" class=\"ns li fq bf lj nt nu nv ln nw nx ny lr ne nz oa ob ni oc od oe nm of og oh oi bk\"><strong><u>Scalability<\/u><\/strong><\/p><p id=\"16bd\" class=\"pw-post-body-paragraph mt mu fq mv b mw oj my mz na ok nc nd ne ol ng nh ni om nk nl nm on no np nq fj bk\" data-selectable-paragraph=\"\">Their API only works if you pass cookies from your logged-in LinkedIn account. So, if you pass cookies from a normal account, you will be able to scrape a maximum of 50 profiles, and if you are passing cookies from a premium account, you will scrape a maximum of 500 profiles. Once you reach these limits your account will be banned by Linkedin and logged out of your account.<\/p><p id=\"a7fd\" class=\"pw-post-body-paragraph mt mu fq mv b mw mx my mz na nb nc nd ne nf ng nh ni nj nk nl nm nn no np nq fj bk\" data-selectable-paragraph=\"\">So, Apify is for those who just want to scrape a very small number of profiles.<\/p><p id=\"296e\" class=\"ns li fq bf lj nt nu nv ln nw nx ny lr ne nz oa ob ni oc od oe nm of og oh oi bk\"><strong><u>Pricing<\/u><\/strong><\/p><p id=\"706b\" class=\"pw-post-body-paragraph mt mu fq mv b mw oj my mz na ok nc nd ne ol ng nh ni om nk nl nm on no np nq fj bk\" data-selectable-paragraph=\"\">They provide a 3-day free trial after that they charge $25 per month.<\/p><p id=\"bc53\" class=\"ns li fq bf lj nt nu nv ln nw nx ny lr ne nz oa ob ni oc od oe nm of og oh oi bk\"><span style=\"text-decoration: underline;\"><strong>Developer Friendly<\/strong><\/span><\/p><p id=\"04f5\" class=\"pw-post-body-paragraph mt mu fq mv b mw oj my mz na ok nc nd ne ol ng nh ni om nk nl nm on no np nq fj bk\" data-selectable-paragraph=\"\">Documentation is very clear and whether you are a developer or a non-developer you will be able to scrape profiles using Apify. It provides a hook through which you can scrape profiles using make.com.<\/p><p id=\"8064\" class=\"ns li fq bf lj nt nu nv ln nw nx ny lr ne nz oa ob ni oc od oe nm of og oh oi bk\"><span style=\"text-decoration: underline;\"><strong>Stability<\/strong><\/span><\/p><p id=\"cd6e\" class=\"pw-post-body-paragraph mt mu fq mv b mw oj my mz na ok nc nd ne ol ng nh ni om nk nl nm on no np nq fj bk\" data-selectable-paragraph=\"\">Service is completely stable and you can scrape a small number of profiles very easily without getting blocked.<\/p><p id=\"659d\" class=\"ns li fq bf lj nt nu nv ln nw nx ny lr ne nz oa ob ni oc od oe nm of og oh oi bk\"><span style=\"text-decoration: underline;\"><strong>Data Quality<\/strong><\/span><\/p><p id=\"11bb\" class=\"pw-post-body-paragraph mt mu fq mv b mw oj my mz na ok nc nd ne ol ng nh ni om nk nl nm on no np nq fj bk\" data-selectable-paragraph=\"\">You will always get fresh data from their API. Since you are passing the cookies then you will get data like skills, history, etc which are absent in almost all the other scrapers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a95066a elementor-widget elementor-widget-heading\" data-id=\"a95066a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Skrapp.io\u2019s LinkedIn Extension<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54d21a0 elementor-widget elementor-widget-image\" data-id=\"54d21a0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"526\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/image1-1024x673.png\" class=\"attachment-large size-large wp-image-26667\" alt=\"skyrapp.io LinkedIn extension screen\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/image1-1024x673.png 1024w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/image1-300x197.png 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/image1-768x505.png 768w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/image1.png 1461w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0fa495 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"e0fa495\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Wanted to mention this particular product as a special mention in this article. They aren&#8217;t a dedicated LinkedIn Scraper, but a service that can be used on top of it.<\/span><\/p><p><span style=\"font-weight: 400;\">Skrapp.io focuses on email finding and <\/span><a href=\"https:\/\/skrapp.io\/data-enrichment\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">data enrichment<\/span><\/a><span style=\"font-weight: 400;\"> from LinkedIn profiles. They specialize in extracting verified business emails rather than comprehensive profile scraping.<\/span><\/p><p><span style=\"text-decoration: underline;\"><strong>Scalability<\/strong><\/span><\/p><p><span style=\"font-weight: 400;\">Skrapp.io is designed for moderate-scale email extraction. With their Professional plan, you get 10,000 email credits per month, and their Enterprise plan offers 25,000 credits monthly. Each credit allows you to find one verified email address, making it suitable for targeted email campaigns rather than mass profile scraping.<\/span><\/p><p><span style=\"text-decoration: underline;\"><b>Pricing<\/b><\/span><\/p><p><span style=\"font-weight: 400;\">Professional plan costs $37\/month (billed annually) for 10,000 email credits, making each verified email cost approximately $0.0037. Enterprise plan costs $75\/month (billed annually) for 25,000 credits, bringing the cost down to $0.003 per email. They also offer a free plan with limited credits.<\/span><\/p><p><span style=\"text-decoration: underline;\"><b>Developer Friendly<\/b><\/span><\/p><p><span style=\"font-weight: 400;\">Skrapp.io offers browser extensions for LinkedIn, Sales Navigator, and LinkedIn Recruiter, making it accessible for non-developers. They also provide API integrations for Enterprise users. The platform is user-friendly with clear documentation and multiple export options.<\/span><\/p><p><span style=\"text-decoration: underline;\"><b>Stability<\/b><\/span><\/p><p><span style=\"font-weight: 400;\">Skrapp.io has been serving over 2 million professionals and has established partnerships with major companies like Adobe, IBM, and Microsoft. Their service focuses on compliance, and they only charge for valid and catch-all emails, ensuring fair usage. The service is stable for email extraction purposes.<\/span><\/p><p><span style=\"text-decoration: underline;\"><b>Data Quality<\/b><\/span><\/p><p><span style=\"font-weight: 400;\">They provide real-time email verification with their integrated email verifier. The platform ensures high accuracy by only charging for deliverable emails marked as &#8216;Valid&#8217; or &#8216;Catch-all.&#8217; However, their focus is primarily on email data rather than comprehensive profile information.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7e399a elementor-widget elementor-widget-heading\" data-id=\"e7e399a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Final Verdict<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4718e2d elementor-widget elementor-widget-image\" data-id=\"4718e2d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"451\" src=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Best-linkedin-Scraper-APIs-final-verdict-1024x577.webp\" class=\"attachment-large size-large wp-image-19244\" alt=\"Best linkedin Scraper APIs final verdict\" srcset=\"https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Best-linkedin-Scraper-APIs-final-verdict-1024x577.webp 1024w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Best-linkedin-Scraper-APIs-final-verdict-300x169.webp 300w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Best-linkedin-Scraper-APIs-final-verdict-768x433.webp 768w, https:\/\/www.scrapingdog.com\/wp-content\/uploads\/2024\/10\/Best-linkedin-Scraper-APIs-final-verdict.webp 1400w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fe3a45 font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"2fe3a45\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"482b\">We have compiled a report considering all the factors above. This report is the result of a comprehensive analysis of each API.<\/p><p>Although they may appear similar at first glance, further testing reveals that only a small number of APIs (one or two) are stable and suitable for production purposes.<\/p><p id=\"0236\">Therefore, it is essential to evaluate the options based on your specific requirements and choose the most appropriate one from the given list.<\/p><p>I hope this list and my testing will help you pick one of them. If you liked the article do consider sharing it.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed4933d elementor-widget elementor-widget-heading\" data-id=\"ed4933d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Additional Resources<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c83bdc font-color-green elementor-widget elementor-widget-text-editor\" data-id=\"3c83bdc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/scrape-linkedin-profiles-using-python\/\" target=\"_blank\" rel=\"noreferrer noopener\" data-type=\"URL\" data-id=\"https:\/\/www.scrapingdog.com\/blog\/scrape-linkedin-profiles-using-python\/\">How To Scrape LinkedIn Profiles using Python<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/scrape-linkedin-jobs\/\" target=\"_blank\" rel=\"noreferrer noopener\" data-type=\"URL\" data-id=\"https:\/\/www.scrapingdog.com\/blog\/scrape-linkedin-jobs\/\">How To Scrape LinkedIn Jobs using Python<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/best-twitter-scraper\/\" target=\"_blank\" rel=\"noreferrer noopener\" data-type=\"link\" data-id=\"https:\/\/www.scrapingdog.com\/blog\/best-twitter-scraper\/\">Best Twitter Scraper in 2025<\/a><\/li><li><a href=\"https:\/\/medium.com\/@darshankhandelwal12\/4-proxycurl-alternatives-for-linkedin-data-extraction-c1905993b0a9\" target=\"_blank\" rel=\"noopener\">Best Proxycurl Alternatives<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/best-social-media-scraping-tools\/\" target=\"_blank\" rel=\"noopener\">4 Best Social Media Scrapers<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/best-web-scraping-apis\/\" target=\"_blank\" rel=\"noopener\">5 Best Web Scraping APIs in 2025<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/best-google-maps-scraper\/\">Best Google Maps Scrapers in 2025<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/best-web-scraping-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\">Best Web Scraping Tools<\/a><\/li><li><a href=\"https:\/\/www.scrapingdog.com\/blog\/best-serp-apis\/\" target=\"_blank\" rel=\"noreferrer noopener\">10 Best Google SERP APIs<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0acbc4 e-con-full web-scraping-right-con elementor-hidden-desktop elementor-hidden-tablet e-flex e-con e-child\" data-id=\"d0acbc4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0}\">\n\t\t<div class=\"elementor-element elementor-element-0d50e64 e-con-full e-flex e-con e-child\" data-id=\"0d50e64\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-877324b elementor-widget elementor-widget-heading\" data-id=\"877324b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Web Scraping with Scrapingdog<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a01492 elementor-widget elementor-widget-text-editor\" data-id=\"1a01492\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tScrape the web without the hassle of getting blocked\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a85939c e-con-full e-flex e-con e-child\" data-id=\"a85939c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92332ae elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"92332ae\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/api.scrapingdog.com\/register\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Try for Free<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d74166 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"0d74166\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/share.hsforms.com\/1ex4xYy1pTt6rrqFlRAquwQ4h1b2\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact sales<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb6c196 e-con-full e-flex e-con e-child\" data-id=\"cb6c196\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>We have curated a list of best LinkedIn scrapers available in the market in 2025<\/p>\n","protected":false},"author":5,"featured_media":26718,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[25],"tags":[],"class_list":["post-12143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/posts\/12143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/comments?post=12143"}],"version-history":[{"count":0,"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/posts\/12143\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/media\/26718"}],"wp:attachment":[{"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/media?parent=12143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/categories?post=12143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scrapingdog.com\/wp-json\/wp\/v2\/tags?post=12143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}