LinkedIn Talent Flow Mapper
See where a company's talent comes from and where it goes. Enter a LinkedIn company URL; the Actor reads recent job-change events — who joined, who left, who was promoted — and maps feeder companies, destination companies, notable movers, and net flow. No cookies, no login.
- users, last 30 days
- 1
- runs, last 30 days
- 6
- runs, all time
- 10
- users, all time
- 2
Live figures from Apify's public API, refreshed every hour.
LinkedIn Talent Flow Mapper specifications
| Platform | |
|---|---|
| Apify actor | data-slayer/linkedin-talent-flow-mapper |
| Price | $40.00 per 1,000 results, plus $0.05 per run start |
| Inputs | company_urldays_agomax_peoplemax_pages |
| Output | 18 documented fields per row |
| Export formats | JSON, CSV, Excel, XML, HTML |
| LinkedIn login or cookies | Not required |
| Integrations | Apify REST API, JavaScript and Python clients, n8n, Make, Zapier |
| Last updated | September 25, 2026 (version 1.0.5) |
Run it from code
Replace the example input with your own. You need an Apify API token, which you can create in your Apify account settings.
curl -X POST "https://api.apify.com/v2/acts/data-slayer~linkedin-talent-flow-mapper/run-sync-get-dataset-items" \
-H "Authorization: Bearer $APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"company_url": "https://www.linkedin.com/company/example"
}'{
"schemaVersion": string,
"checkedAt": string,
"companyUrl": string,
"companyName": string,
"companyIndustry": string,
"companyHeadcount": integer,
"peopleSampled": integer,
"insightType": string,
"counterpartyCompany": string,
"counterpartyCompanyUrl": string,
"peopleCount": integer,
"share": number,
"personName": string,
"personProfileUrl": string,
// + 4 more fields
}Input parameters
4 parameters you can set for each run.
| parameter | type | description |
|---|---|---|
company_urlrequired | string | Company URL LinkedIn company page URL or slug (e.g. https://www.linkedin.com/company/globex or globex). |
days_ago | integer | Look-back window (days) How far back to look for job-change events, in days. 1–365. default: 90 |
max_people | integer | Max movers to enrich Hard cap on how many movers get their previous/next employer resolved. The main runtime and cost control. 1–100. default: 25 |
max_pages | integer | Max event pages How many pages of job-change events to read (up to 50 events per page). 1–10. default: 3 |
Output fields
Each result is one row with these 18 fields, taken from the scraper's dataset schema.
| field | type | description |
|---|---|---|
schemaVersion | string | Schema version |
checkedAt | string | Checked at |
companyUrl | string | Company URL |
companyName | string | Company name |
companyIndustry | string | Industry |
companyHeadcount | integer | Headcount |
peopleSampled | integer | Movers enriched |
insightType | string | feeder_company | destination_company | notable_mover | net_flow |
counterpartyCompany | string | Counterparty company |
counterpartyCompanyUrl | string | Counterparty company URL |
peopleCount | integer | People count |
share | number | Share |
personName | string | Person name |
personProfileUrl | string | Person profile URL |
previousTitle | string | Previous title |
newTitle | string | New title |
transitionedOn | string | Transitioned on |
collectedAt | string | Collected at |
Pricing
Pay-per-event pricing, billed through your Apify account. Where plan tiers are listed, paid Apify plans get a lower price per event.
| event | price | per 1,000, by Apify plan |
|---|---|---|
| Flow Row Charged once per flow row row written to the output dataset. | $0.04 each | $40.00 on every plan |
| Actor Start Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event). | $0.05 per run | Charged once per run |
Questions
How much does LinkedIn Talent Flow Mapper cost?
LinkedIn Talent Flow Mapper uses pay-per-event pricing on Apify. The main charge is $0.04 per flow row, which is $40.00 per 1,000. Each run also has a start fee of $0.05.
Do I need to log in to LinkedIn or share cookies?
No. LinkedIn Talent Flow Mapper works without your LinkedIn login or cookies. You only need an Apify account to run it.
Can I use LinkedIn Talent Flow Mapper through an API?
Yes. Send a POST request to the Apify API with your input and read the results as JSON, or use Apify's official clients for JavaScript and Python. The code examples on this page are ready to copy.
What data does LinkedIn Talent Flow Mapper return?
Each result is a structured row. Its dataset schema lists 18 fields, including schemaVersion, checkedAt, companyUrl, companyName, and companyIndustry.
What formats can I export?
Results are stored in an Apify dataset. You can read it through the API as JSON, or download it as CSV, Excel, XML or HTML.
More LinkedIn scrapers
All LinkedIn scrapersMap the whole talent market, company-first. Enter role, seniority, function, location, and industry filters; the Actor returns the people who exist in that market — ranked, with title, company, tenure, and profile. No cookies, no login.
- runs/30d
- 5
- users/30d
- 1
LinkedIn$30.00 / 1K resultsFind where a rare skill actually lives. Enter a technology or skill plus optional location and industry filters; the Actor returns the companies where that skill concentrates, with counts and share, so hard-to-fill roles become findable. No cookies, no login.
- runs/30d
- 5
- users/30d
- 1
LinkedIn$30.00 / 1K resultsTurn one company into its buying committee. Enter a LinkedIn company URL; the Actor finds the senior people who matter and maps each to a committee role — economic buyer, technical buyer, champion, user, or blocker — with title, function, tenure, and profile. No cookies, no login.
- runs/30d
- 5
- users/30d
- 1
LinkedIn$40.00 / 1K resultsLinkedIn Profile Scraper
Fresh, No Cookies
Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and location fields. No LinkedIn login or cookies. $4 per 1,000 profiles.
- runs/30d
- 11.2K
- users/30d
- 165
LinkedIn$4.00 / 1K resultsPaste a LinkedIn post URL and get the numbers behind it: likes, comments, shares, the full reaction breakdown, author details, post text and media attachments. No cookies, no login.
- runs/30d
- 7,964
- users/30d
- 27
LinkedIn$4.00 / 1K resultsLinkedIn Company Posts Scraper - extract public data cookieless.
- runs/30d
- 4,748
- users/30d
- 48
LinkedIn$4.00 / 1K results