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from $0.00005 / actor start

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Mass Linkedin Profile Scraper (No Cookies)

Under maintenance

Try for free

Mass-scrape public LinkedIn profiles without login. Extracts name, headline, experience, education, skills, certifications, languages, recommendations, and recent posts.

Pricing

from $0.00005 / actor start

Rating

0.0

(0)

Developer

MPG Agents

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

LinkedIn Profile Scraper

An Apify actor that scrapes public LinkedIn profiles without login. Extracts all publicly visible data including name, headline, experience, education, skills, certifications, languages, recommendations, and recent posts.

Input

Field	Type	Default	Description
`profileUrls`	array	required	LinkedIn profile URLs to scrape
`maxConcurrency`	integer	3	Max parallel browser pages
`minDelayMs`	integer	3000	Min random delay between requests (ms)
`maxDelayMs`	integer	7000	Max random delay between requests (ms)
`proxyConfiguration`	object	—	Apify proxy config (residential recommended)

Example Input

{
  "profileUrls": [
    { "url": "https://www.linkedin.com/in/williamhgates" },
    { "url": "https://www.linkedin.com/in/satyanadella" }
  ],
  "maxConcurrency": 3,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Output

Each profile produces one dataset row with fields:

profileUrl, name, headline, location, profilePicUrl
connectionsCount, followerCount, about
experience (array), education (array), skills (array)
certifications (array), languages (array)
recommendations (array), recentPosts (array)
scrapedAt (ISO timestamp)

Running Locally

npm install
echo '{ "profileUrls": [{ "url": "https://www.linkedin.com/in/williamhgates" }] }' > storage/key_value_stores/default/INPUT.json
npm start

Notes

Only scrapes publicly visible data — no login required
Profiles with strict privacy settings may yield partial data
Use residential proxies for best results on Apify platform
Keep concurrency low (2-5) to avoid LinkedIn rate limiting

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