🌟 Cheap LinkedIn Profile & Company Scraper, no cookies 🍪

💸 Cheap Linkedin Profile & Company Enrichment 👱🏻‍♂️

✨ The LinkedIn extraction tool you've dreamed about as sales, recruiter, CEO, marketer...

💡 Main advantages

• Thousands of profiles per hour : it's possible to scrappe very BIG amount of URLs at once
• No LinkedIn blocking limits
• No risk of seeing you Linkedin account banned from LinkedIn. Many other scrappers need your LinkedIn cookies, not this one !
• People & Company in the same Actor
• Intergations: It works perfectly with n8n, make.com, zappier or other automations solutions. Create your own workflows with enriched data from LinkedIn profiles.

📊 Results

This is an overview. Scroll down to discover all fields available.

Example for a Person

📸 Picture	👨 Name	📝 Headline	🌍 Country	🏙️ City	⭐ Followers	✅ Open to work	👨🏻‍🎓 Education	🏢 Current Company
	Bill Gates	Co-founder Microsoft..	US	Seattle	+500	false	Harvard University (1975)...	Microsoft

Example for a Company

📸 Logo	🏢 Name	🏷️ Industry	⭐ Followers	🗓️ Founded	👥 Size
	Tesla	Motor Vehicle Manufacturing	12M+	2003	10001+

Below are all the fields you can expect. Keep in mind that results can be either a Person or a Company so not all fields are present for every line.

Person fields

• url
• id (your external ID, if provided)
• full_name
• first_name
• last_name
• headline
• summary
• country
• city
• profile_pic_url
• background_cover_image_url
• follower_count
• public_identifier
• open_to_work
• show_verification_badge
• skills
• certifications
• experiences
• education
• languages
• company_name (most recent company)
• company_industry
• company_website
• company_linkedin
• company_founded_in
• company_size

Company fields

• url
• id (your external ID, if provided)
• name
• universal_name_id
• website
• tagline
• description
• industry
• follower_count
• founded_year
• linkedin_internal_id
• profile_pic_url
• background_cover_image_url
• company_size
• specialities
• hq

👨🏻‍🎓 How to get started scrapping LinkedIn profiles ?

1. 🔗 Write or upload your list of LinkedIn URLs (use a CSV file in this format). You can mix people and companies URLs, it's ok. For a CSV, in the URLs input section, click "text file" and "upload text file".
2. 🚀 Then run the actor & wait for the results

ID: you can add your own custom id to each URL, to better match the results from your original database.

Budget: you can setup an option to limit the number of results per crawl, to better control your budget.

Free user: users that have not subscribed to any Apify plans will be limited to a 5 URLs per crawl. Subscribe to benefit the full power !

🥢 Which LinkedIn Actor should I use ?

There are a couple of LinkedIn Actors on Apify. Make sure you only use anchor's actors for better safety and quality results. Also, you may be wondering which Actors you need, so read below :

Scraping small amount

When you need to gather data of less than 50 records per day, you can rely on Actors who require your LinkedIn cookies. These actors will "act as you", so you be careful. You will need the following actors :

• You have a few LinkedIn people url, now looking for their information like job, description, skills... : LinkedIn x GPT
• You have a few LinkedIn people url, that you want to filter out using a ChatGPT prompt: LinkedIn x GPT

Scraping big amount

When you need to gather data, like more 50 records per day, it's recommended to avoid using your Linkedin cookies. You will need the following actors :

• Looking for many LinkedIn company url: Mass company finder
• Looking for many LinkedIn people url: Mass people finder
• You have many LinkedIn people url, now looking for their information like job, description, skills... : Mass profile scrapper

🔌 Integration

Use the results of this Actor automatically via the Apify API. See API v2 docs or Webhooks docs

• n8n: Use an HTTP Request node to POST your Actor run (Auth: Bearer Apify token, body = input). Two options to get results:
  • add waitForFinish=1 and then GET the run’s datasetId to fetch items
  • point an Apify webhook to an n8n Webhook node for real‑time delivery (recommended option)
• Make: Use the HTTP module to start a run and “Get a file/JSON” to pull dataset items, or receive items via Make Webhooks for stream processing.
• Zapier: Use “Webhooks by Zapier” to catch Apify webhooks on “dataset item created” or “run succeeded,” then map fields to your CRM/Sheets. You can also start runs with a POST action.

📞 Support

• If you need any help, encounter a bug: please raise an issue directly on Apify. This allows us to better understand your problem by reproducing the issue.
• If you have a feature request, a question or a suggestion, please contact us at actor_apify@guigloo.33mail.com

And don't forget to rate our work if you found it useful! Click here to rate this Actor 🌟🌟🌟🌟🌟