LinkedIn Profile Scraper 💼 - Cheap

💼 LinkedIn Profile Scraper – Find B2B Prospects & Talent Fast 👔📈

LinkedIn Profile Scraper extracts public LinkedIn profiles (linkedin.com/in/username) in minutes. Add your keywords (job title, industry, skill, company, location or name), set how many profiles you want per keyword and get a clean, deduplicated list of professionals with name, headline, job title, company, location, education, connections and followers, about text, photo and profile URL.

Perfect for B2B sales teams, SDRs & BDRs, recruiters, lead generation agencies, account-based marketing teams, founders and market researchers looking to build targeted lists of decision-makers and talent without a LinkedIn account or Sales Navigator.

✨ Why this LinkedIn Profile Scraper?

• 📈 No more empty results – many scrapers return only a handful of profiles. This one is built to deliver volume: it combines several search sources and dozens of query variations (CEO, Founder, VP, Director, Head of…) for every keyword
• 👔 Ready-to-use B2B data – name, headline, job title, company, location, education, connections and followers, no extra option needed
• 📝 Posts become profiles – every LinkedIn post found is turned into its author's profile, with the post that matched your keyword
• 🔐 No LinkedIn account needed – no login, no cookies, no risk for your own LinkedIn account
• 🎯 Unique profiles only – every person appears once per keyword, no duplicates
• ⚡ Fast – keywords are searched in parallel
• 🛟 No lost profile – when LinkedIn shows its sign-up wall, the profile is still saved with its search data
• 🛑 Stops exactly at your target – and stops automatically when no more profiles are available, so you never waste time or money
• 📤 Export anywhere – JSON, CSV, Excel, XML, HTML, API, Zapier, Make, Google Sheets

🔍 What does it extract?

Field	Description
name	Full name
firstName	First name
lastName	Last name
headline	LinkedIn headline
jobTitle	Current job title
company	Current company
location	Location
education	School / university
connections	Number of connections (e.g. 500 for "500+")
followers	Number of followers
about	About / summary text when public
avatar	Profile photo when public
publicIdentifier	LinkedIn public ID (the part after /in/)
profileUrl	Link to the LinkedIn profile
postText	Post where the person was found (when found through a post)
postUrl	Link to that post
snippet	Search result text
keyword	Keyword that found the profile
platform	Always LinkedIn
displayedUrl	Readable version of the URL
scrapedAt	Date and time of extraction

Fields that are not public on a profile are returned as N/A.

🛠 How to scrape LinkedIn profiles (2 steps)

1. Add one or more keywords with + Add – e.g. marketing director, SaaS founder, data engineer Berlin, recruiter
2. Set the maximum number of profiles per keyword (50 or more) and click Start

Download your prospect list in JSON, CSV, Excel, XML or HTML, or send it to your CRM through the Apify API and integrations.

💡 Tips to get more LinkedIn profiles

🔹 Job titles: CEO, founder, CTO, CFO, CMO, VP sales, marketing director, head of growth, product manager, recruiter, HR manager 🔹 Title + industry: CFO fintech, marketing director healthcare, founder SaaS 🔹 Title + location: CTO London, real estate agent Miami, data engineer Berlin 🔹 Skills: python developer, UX designer, growth marketer, SEO consultant 🔹 Add several keywords with + Add – each one is searched separately, which multiplies results

🎯 Use cases

🤝 B2B lead generation – build targeted lists of decision-makers by title, industry and location 📞 Sales prospecting (SDR / BDR) – feed your outreach sequences with fresh prospects 🧑‍💼 Recruiting & sourcing – find candidates by skill, title, company and school 🎯 Account-based marketing – map the people behind your target accounts 📊 Market research – map talent and companies in any industry or city ⚙️ Automation – replace hours of manual profile browsing and copy-pasting

📥 Input

Input example:

{
  "keywords": ["marketing director", "SaaS founder"],
  "MAX_ITEMS": 50
}

Field	Type	Description
keywords	string[]	🔍 Job titles, industries, skills, companies, locations or names (one per line, click + Add)
MAX_ITEMS	integer	🔢 Maximum number of profiles per keyword (minimum 50)

🧾 Output example

{
  "publicIdentifier": "jane-doe-marketing",
  "name": "Jane Doe",
  "firstName": "Jane",
  "lastName": "Doe",
  "headline": "Marketing Director at Acme Inc | B2B SaaS Growth",
  "jobTitle": "Marketing Director",
  "company": "Acme Inc",
  "location": "Austin, Texas, United States",
  "education": "The University of Texas at Austin",
  "connections": 500,
  "followers": 2840,
  "about": "I help B2B SaaS companies build predictable pipeline through content and demand generation.",
  "avatar": "N/A",
  "profileUrl": "https://www.linkedin.com/in/jane-doe-marketing/",
  "postText": "N/A",
  "postUrl": "N/A",
  "snippet": "Marketing Director at Acme Inc · Experience: Acme Inc · Education: The University of Texas at Austin · Location: Austin, Texas, United States · 500+ connections on LinkedIn.",
  "keyword": "marketing director",
  "platform": "LinkedIn",
  "displayedUrl": "linkedin.com › in › jane-doe-marketing",
  "scrapedAt": "2026-10-13T17:38:22.147Z"
}

❓ FAQ

Is it legal to scrape LinkedIn profiles? This actor only collects information that is publicly visible on the web for LinkedIn profiles, without logging in. You are responsible for using the data in compliance with privacy and anti-spam laws (GDPR, CAN-SPAM, CCPA…) and with LinkedIn's terms: have a legitimate business reason to contact people, personalise your messages and always include an unsubscribe option.

Does it use my LinkedIn account? No. No account, login or cookies are used, so there is no risk for your own LinkedIn account.

Why are some fields N/A? Public LinkedIn data varies by profile and privacy settings. Name, headline, company and location are almost always available; about text and photo depend on what each person makes public.

Why did I get fewer profiles than requested? Some job titles or niches simply have few profiles visible on the web. The actor stops automatically when no more profiles exist for your search. To get more, add more keywords (title + industry, title + location).

Can I schedule it? Yes – use Apify Schedules to collect new profiles daily or weekly and send them automatically to Google Sheets, a CRM or a webhook.

💰 Pricing

Simple pay-per-result model: you only pay for the profiles you collect.

Price: $9.99 per 1,000 profiles 💵

⚠️ Disclaimer

This tool is not affiliated with, endorsed by, or sponsored by LinkedIn (linkedin.com) or LinkedIn Corporation / Microsoft. Users are responsible for complying with applicable laws and with LinkedIn's user agreement.

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📫 Support

😊 Leave us a ⭐⭐⭐⭐⭐ review if you like the LinkedIn Profile Scraper! 🌍 Questions, custom needs or issues? Contact us through Apify or via ContactMinerLabs 🌩️.