Runnable examples for the LinkedIn Profile Scraper — No Cookies, No Key | $3.9/1K on Apify.
Scrape public LinkedIn profiles with no login, no cookies, no API key. Returns name, headline, current company, location, education, photo, followers + a parse_confidence score per record. Drop-in for Clay / Make / n8n enrichment and recruiter sourcing. Pay per profile.
country · current_company · current_company_url · description · education · experience · first_name · follower_count · headline · job_title · languages · last_name · location · name · parse_confidence · parse_path · photo_url · profile_url · recent_posts · same_as · slug · warnings
- Get your Apify token: https://console.apify.com/account/integrations
- Run a language example below. Both call the actor and print the results.
| Example | File |
|---|---|
Python (apify-client) |
examples/python/run.py |
JavaScript (apify-client) |
examples/javascript/run.js |
| Sample output (real records) | examples/sample_output.json |
{
"profileUrls": [
"https://www.linkedin.com/in/williamhgates/",
"satyanadella"
],
"maxProfiles": 0,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"DATACENTER"
]
}
}- Actor on Apify Store: https://apify.com/bovi/linkedin-profile-scraper
- Apify client docs: Python · JavaScript
MIT-licensed examples. The actor runs on the caller's Apify account (you pay platform compute + per-result).