LinkedIn Scraper
- Scrape LinkedIn effortlessly with our No-Code Scraper or Scraper API
- Instantly access 600M+ ready-to-use profiles, companies, and jobs
- Strict validation checks ensure high-quality data

Trusted by 20,000+ customers worldwide
CODE EXAMPLES
Dedicated endpoints for 100+ domains.
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/in/elad-moshe-05a90413/"},{"url":"https://www.linkedin.com/in/jonathan-myrvik-3baa01109"},{"url":"https://www.linkedin.com/in/aviv-tal-75b81/"},{"url":"https://www.linkedin.com/in/bulentakar/"},{"url":"https://www.linkedin.com/in/nnikolaev/"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1viktl72bvl7bjuj0&format=json&uncompressed_webhook=true"
[
{
"db_source": "1756197340866",
"timestamp": "2025-08-26",
"id": "sil***a-f***e-b*********",
"name": "Silvana F***e",
"city": "Argentina",
"country_code": "AR",
"position": "Profesora en Colegio santo tomas",
"about": null
},
{
"db_source": "1756197340866",
"timestamp": "2025-08-26",
"id": "moh***shu***886******",
"name": "Mohai ***",
"city": "Shanghai, China",
"country_code": "CN",
"position": "Associate Professor at Shanghai Jiao Tong University",
"about": null
},
{
"db_source": "1756197340866",
"timestamp": "2025-08-26",
"id": "sur***-pa***-59*********",
"name": "suresh p***m",
"city": "Faridabad, Haryana, India",
"country_code": "IN",
"position": "Retail Professional",
"about": null
},
{
"db_source": "1756197340866",
"timestamp": "2025-08-26",
"id": "sat***-po***ry-*********",
"name": "Satish P*****y",
"city": "Vadodara, Gujarat, India",
"country_code": "IN",
"position": "Executive at Raychem RPG Ltd.",
"about": null
},
{
"db_source": "1756197340866",
"timestamp": "2025-08-26",
"id": "már***-or***do-*********",
"name": "Már*** Or***do",
"city": "Peruíbe, São Paulo, Brazil",
"country_code": "BR",
"position": "Professor na Prefeitura Municipal de Peruíbe",
"about": null
}
]
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.amazon.com/Quencher-FlowState-Stainless-Insulated-Smoothie/dp/B0CRMZHDG8","asin":"B0CRMZHDG8","origin_url":"https://www.amazon.com/Quencher-FlowState-Stainless-Insulated-Smoothie/dp/B0CRMZHDG8","zipcode":"94107","language":""},{"url":"https://www.amazon.com/KitchenAid-Protective-Dishwasher-Stainless-8-72-Inch/dp/B07PZF3QS3","asin":"B07PZF3QS3","zipcode":"","language":""},{"url":"https://www.amazon.com/TruSkin-Naturals-Vitamin-Topical-Hyaluronic/dp/B01M4MCUAF","asin":"","origin_url":"https://www.amazon.com/TruSkin-Naturals-Vitamin-Topical-Hyaluronic/dp/B01M4MCUAF","zipcode":"94124","language":""}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l7q7dkf244hwjntr0&format=json&uncompressed_webhook=true"
[
{
"db_source": "1756228351103",
"timestamp": "2025-08-26",
"title": "Hanes Girls’ Cami Tops, 100% Cotton Camisoles, Assorted Colors, Multipack",
"seller_name": "Ama***.co***",
"brand": "Hanes Girls 7-16 Underwear",
"description": "Perfect as a pretty first layer and cute on its own as well, Hanes® girls cami tops are a versatile addition to any girl...",
"initial_price": 10,
"currency": "USD"
},
{
"db_source": "1756228351103",
"timestamp": "2025-08-26",
"title": "Organic Cosmic Crisp Apples Bag, 48 OZ",
"seller_name": null,
"brand": "Fresh Produce (Brands May Vary)",
"description": "Produce",
"initial_price": 7.99,
"currency": "USD"
},
{
"db_source": "1756228351103",
"timestamp": "2025-08-26",
"title": "Soundcore Anker Life Q20 Hybrid Active Noise Cancelling Headphones, Wireless Over Ear Bluetooth Headphones, 60H Playtime...",
"seller_name": "Ank***ire***",
"brand": "Soundcore",
"description": "About this item Incredible Sound Loved by 20 Million+ People Hi-Res Audio: Custom oversized 40 mm dynamic drivers produc...",
"initial_price": 59.99,
"currency": "USD"
},
{
"db_source": "1756228351103",
"timestamp": "2025-08-26",
"title": "Burt\u0027s Bees Baby Infant Burp Cloths, 100% Organic Cotton Extra Absorbent Soft Fabric Drool Cloths, 5-Pack Newborn Must-H...",
"seller_name": "Ama***.co***",
"brand": "Burt\u0027s Bees Baby",
"description": "The Burt\u0027s Bees Baby Infant Burp Cloths are crafted from 100% organic cotton to offer an exceptionally soft touch for yo...",
"initial_price": 26.95,
"currency": "USD"
},
{
"db_source": "1756228351103",
"timestamp": "2025-08-26",
"title": "Wireless Gaming Headsets for PC, PS5, PS4, Switch, Mac, 2.4GHz Wireless Gaming Headphone with ENC Noise Canceling Microp...",
"seller_name": "STELLAR G****H T********Y C**, L*****D",
"brand": "WESEARY",
"description": "About this item 🏆【Immerse Yourself in Epic Sound】Experience gaming like never before with our PC wireless headset, equi...",
"initial_price": 45.99,
"currency": "USD"
}
]
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.zillow.com/homedetails/2506-Gordon-Cir-South-Bend-IN-46635/77050198_zpid/?t=for_sale"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lfqkr8wm13ixtbd8f5&format=json&uncompressed_webhook=true"
[
{
"db_source": "1755381425647",
"timestamp": "2025-08-16",
"zpid": 71683153,
"city": "Maricopa",
"state": "AZ",
"homeStatus": "OTHER",
"address:city": "Maricopa",
"address:streetAddress": "44556 W Granite Dr"
},
{
"db_source": "1755381425647",
"timestamp": "2025-08-16",
"zpid": 63777221,
"city": "San Diego",
"state": "CA",
"homeStatus": "OTHER",
"address:city": "San Diego",
"address:streetAddress": "1205 Pacific Hwy #1901"
},
{
"db_source": "1755381425647",
"timestamp": "2025-08-16",
"zpid": 2939648,
"city": "Saint Louis",
"state": "MO",
"homeStatus": "OTHER",
"address:city": "Saint Louis",
"address:streetAddress": "2715 Michigan Ave"
},
{
"db_source": "1755381425647",
"timestamp": "2025-08-16",
"zpid": 31778711,
"city": "Skaneateles Falls",
"state": "NY",
"homeStatus": "OTHER",
"address:city": "Skaneateles Falls",
"address:streetAddress": "631 Maple Dr"
},
{
"db_source": "1755381425647",
"timestamp": "2025-08-16",
"zpid": 20423978,
"city": "Hermosa Beach",
"state": "CA",
"homeStatus": "OTHER",
"address:city": "Hermosa Beach",
"address:streetAddress": "132 Longfellow Ave"
}
]
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.instagram.com/p/Cuf4s0MNqNr"},{"url":"https://www.instagram.com/p/Cuvy6JbtyQ6"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lk5ns7kz21pck8jpis&format=json&uncompressed_webhook=true"
[
{
"db_source": "1756224765024",
"timestamp": "2025-08-26",
"url": "https:\/\/www.instagram.com\/p\/DN0rcoe3kc8\/",
"user_posted": "study_lover__12th",
"description": "Plz 💞 on likes \n.\n.\n.\n.\n.\n.#For a \u0022study lover\u0022 with trending tags, here are some options:\n\n1. #StudyGram\n2. #StudyMoti...",
"hashtags": [
"#For",
"#StudyGram",
"#StudyMotivation",
"#LearningIsFun",
"#StudyHard",
"#KnowledgeIsPower"
],
"num_comments": 0,
"date_posted": "2025-08-26T15:23:17.000Z"
},
{
"db_source": "1756224765024",
"timestamp": "2025-08-26",
"url": "https:\/\/www.instagram.com\/p\/DMc7hQCo-ck",
"user_posted": "the_general_merchant",
"description": "The thickest lip gloss you can ever think of.\n\nRetails for 10gh each\n\nPack of 12 pieces for 65gh\n\nAs always we advise yo...",
"hashtags": null,
"num_comments": 0,
"date_posted": "2025-07-23T13:30:15.000Z"
},
{
"db_source": "1756224765024",
"timestamp": "2025-08-26",
"url": "https:\/\/www.instagram.com\/p\/DMsz_RUR7E0",
"user_posted": "conexao_jeans_",
"description": null,
"hashtags": null,
"num_comments": 0,
"date_posted": "2025-07-29T17:32:17.000Z"
},
{
"db_source": "1756224765024",
"timestamp": "2025-08-26",
"url": "https:\/\/www.instagram.com\/p\/DMfb6fpvTbn",
"user_posted": "ahiraa2go",
"description": "て乗る\n\n#callduck#duck#winwin#myumyu#himaru#コールダック#アヒル#ウィンウィン#みゅみゅ#ひまる",
"hashtags": [
"#ひまる"
],
"num_comments": 1,
"date_posted": "2025-07-24T12:51:48.000Z"
},
{
"db_source": "1756224765024",
"timestamp": "2025-08-26",
"url": "https:\/\/www.instagram.com\/p\/DMnC1zTMxio",
"user_posted": "lax_ishere",
"description": null,
"hashtags": null,
"num_comments": 0,
"date_posted": "2025-07-27T11:46:38.000Z"
}
]
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Data Discovery
Detecting data structures and patterns to ensure efficient, targeted extraction of data.
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Reduce server load and optimize data collection for high-volume scraping tasks.
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Efficiently converts raw HTML into structured data, easing data integration and analysis.
Data validation
Ensure data reliability and save time on manual checks and preprocessing.
Every 15 minutes, our customers scrape enough data to train ChatGPT from scratch.
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Starts from $0.001/record
- Pay as you go plan available
- Automated validation
- 24/7 human support
Tailored to your workflow
Get structured LinkedIn data in JSON, NDJSON, or CSV files through Webhook or API delivery.
Built-in infrastructure and unblocking
Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.
Battle-proven infrastructure
Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 150 million+ real user IPs covering 195 countries.
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Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.
LinkedIn Scraper API
LinkedIn Scraper API FAQs
What is the LinkedIn Scraper API?
The LinkedIn Scraper API is a powerful tool designed to automate data extraction from the LinkedIn website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the LinkedIn Scraper API work?
The LinkedIn Scraper API works by sending automated requests to the LinkedIn website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.
What data points can be collected with the LinkedIn Scraper API?
The data points that can be collected with the LinkedIn Scraper API include user profiles, job listings, company information, connections, and other relevant data.
Is the LinkedIn Scraper API compliant with data protection regulations?
Yes, the LinkedIn Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Yes, the LinkedIn Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Absolutely! The LinkedIn Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors’ activities, trends, and strategies on the LinkedIn website.
How can I integrate the LinkedIn Scraper API with my existing systems?
The LinkedIn Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.
What are the usage limits for the LinkedIn Scraper API?
There are no specific usage limits for the LinkedIn Scraper API, offering you the flexibility to scale as needed. Prices start from $0.001 per record, ensuring cost-effective scalability for your web scraping projects.
Do you provide support for the LinkedIn Scraper API?
Yes, we offer dedicated support for the LinkedIn Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).