LinkedIn Profile Scraper: Job Change Alerts, No Cookies

LinkedIn Profile Scraper - List the people you sell to; every run tells you who moved to a new company or got a new title - before your competitors notice.

What does LinkedIn Profile Scraper do?

Each row says job change, title change or no change against your last run, with the company they joined and the one they left - a ready-made 'champion moved' alert; profile scrapers give you a raw dump you have to compare yourself, and many add personal emails this tool never collects.

• Job change and title change flags since your last run
• Company joined and company left, with start years
• Current titles, past companies, schools and location from the public profile
• Only-changes mode for daily alerts
• Public profiles only - no photos, emails, phones or people search

Why this LinkedIn Profile Scraper?

Cookie-based scrapers break and raise privacy questions. This LinkedIn Profile Scraper checks every run and tells you plainly when a page could not be read, instead of returning empty or wrong rows.

Data you get from LinkedIn Profile Scraper

Every result is one flat row with these fields (values from a real run):

Field	Example
profile	williamhgates
status	no change
joinedCompanies	[]
leftCompanies	[]
previousTitles	null
followersChange	2647
lastRunAt	2026-10-16T14:21:21+00:00
checkedAt	2026-10-17T10:21:23+00:00
name	Bill Gates
profileUrl	https://www.linkedin.com/in/williamhgates
headline	Chair of the Gates Foundation. Founder of Breakthrough Energ...
titles	["Co-chair", "Founder", "Co-founder"]
currentCompanies	[{"company": "Gates Foundation", "companyUrl": "https://www....
pastCompanies	[]
education	["Harvard University"]
location	Seattle, Washington, United States
country	US
followers	40732174

How to use LinkedIn Profile Scraper

1. Press Start - the form already holds an example that works.
2. Put in your own input (see the fields on the Input tab).
3. Run it once, or put it on an Apify Schedule to get fresh rows every day.
4. Download the results as JSON, CSV or Excel, or send them to Google Sheets, Zapier, Make, the Apify API or an AI agent (Apify MCP server).

Input example

{
  "profiles": [
    "https://www.linkedin.com/in/williamhgates",
    "https://www.linkedin.com/in/satyanadella"
  ],
  "onlyChanges": false,
  "maxItems": 2,
  "useApifyProxy": true
}

Output example (a real run)

[
  {
    "profile": "williamhgates",
    "status": "no change",
    "joinedCompanies": [],
    "leftCompanies": [],
    "previousTitles": null,
    "followersChange": 2647,
    "lastRunAt": "2026-10-16T14:21:21+00:00",
    "checkedAt": "2026-10-17T10:21:23+00:00",
    "name": "Bill Gates",
    "profileUrl": "https://www.linkedin.com/in/williamhgates",
    "headline": "Chair of the Gates Foundation. Founder of Breakthrough Energy. Co-founder of Microsoft. Voracious reader. Avid traveler. Active blogger.",
    "titles": [
      "Co-chair",
      "Founder",
      "Co-founder"
    ],
    "currentCompanies": [
      {
        "company": "Gates Foundation",
        "companyUrl": "https://www.linkedin.com/company/gates-foundation",
        "from": 2000,
        "to": null
      },
      {
        "company": "Breakthrough Energy",
        "companyUrl": "https://www.linkedin.com/company/breakthrough-energy",
        "from": 2015,
        "to": null
      },
      {
        "company": "Microsoft",
        "companyUrl": "https://www.linkedin.com/company/microsoft",
        "from": 1975,
        "to": null
      }
    ],
    "pastCompanies": [],
    "education": [
      "Harvard University"
    ],
    "location": "Seattle, Washington, United States",
    "country": "US",
    "followers": 40732174
  }
]

One flat row per result.

How much does LinkedIn Profile Scraper cost?

You pay only per result (pay per event) - no monthly fee, no minimum, and the price per result is lower on Apify's Bronze, Silver and Gold plans. The exact price is on the Pricing tab. Apify's free plan credit is enough to try it on real input.

You want	What you pay for
A quick test with the example	a few results
A daily scheduled run	only the rows that run returns
A big one-off export	the results delivered - set a maximum in the input

Also searched as

• linkedin job change alerts
• champion tracking
• job change tracking
• linkedin profile monitor
• sales signals

FAQ

Does LinkedIn Profile Scraper need a login, cookies or an API key? No. It reads public pages only.

Can I run LinkedIn Profile Scraper on a schedule? Yes - with Apify Schedules; each run returns fresh rows.

Can I call it from Python, JavaScript or an AI agent? Yes - through the Apify API, the Apify client libraries or the Apify MCP server.

Is it legal? It collects only data anyone can see without logging in. You are responsible for using it within the source site's terms and data protection law (GDPR, CCPA).

What if the site blocks a request? The run retries from a fresh connection and, if it still cannot read the page, stops with a clear message - never with made-up rows.

Do I need proxies? No setup needed - LinkedIn Profile Scraper uses Apify Proxy by default where the site needs it.

Troubleshooting

• No results: check the input (a public URL or a search term that returns results in a normal browser), then try the example input once.
• Fewer results than expected: raise the maximum in the input; some sites show only a part of their data without logging in, and LinkedIn Profile Scraper never logs in.
• The run stopped with a message: the message says what the site answered; run it again later or with fewer items.

Your feedback

Missing a field, found a bug, or need another site? Open an issue on the Issues tab - issues are answered and fixed. If LinkedIn Profile Scraper saved you time, a short review on this page helps others find it.

Data source: www.linkedin.com

More tools from this developer

• Tweet Scraper: Tweet Details by URL, No Login or Cookies
• YouTube Thumbnail Downloader: Bulk, Every Size & Titles
• ML Conference Finder: NeurIPS, ICLR & ICML Alternatives
• YouTube Transcript Scraper: Find Every Moment a Word Is Said
• Facebook Ads Library Scraper: Only New Ads & Days Running
• Reddit Scraper: Keyword Alerts for New Posts & Comments
• Twitter Scraper: New Tweets From Any X Account, No Login
• Facebook Posts Scraper: New Posts & Engagement Growth