Linkedin Smart Talent Scraper | Recruitment Tool
Pricing
from $8.00 / 1,000 results
Collect LinkedIn people-search summaries and optionally visible profile details using your session cookie. Deduplicates profiles and reports partial results and access failures.
Name
fullName
Required
Visible name; null for unavailable or private names.
Headline
headline
Required
Visible professional headline.
Location
location
Required
Visible location text; not a verified address.
Connection degree
connectionDegree
Required
Connection degree relative to the authenticated account.
Photo
profileImageUrl
Required
Visible profile image URL, if available.
About
about
Required
Visible About section; null if absent or not enriched.
Profile visit error
enrichmentError
Required
Reason a requested profile visit failed or was skipped after a fatal access error.
LinkedIn profile
profileUrl
Required
Canonical HTTPS LinkedIn profile URL.
Source search
sourceSearchQuery
Required
First query that discovered this profile.
Collected at
scrapedAt
Required
UTC time the search summary was collected.
Details collected
profileEnriched
Required
True when the profile page was successfully parsed; does not imply all sections are complete.
Profile visit status
enrichmentStatus
Required
Why profile details are present or absent.
Connections
connectionsCount
Required
Displayed count. 500+ is stored as 500, a lower bound.
Open to work indicator
openToWork
Required
True if a visible hashtag or photo indicator was found. Null otherwise; absence does not mean the person is unavailable.
Experience
experience
Required
Visible experience entries; may be incomplete.
Education
education
Required
Visible education entries; may be incomplete.
Skills
skills
Required
Visible skill names; endorsements are excluded where identifiable.
Parsing warnings
_parseWarnings
Required
Missing core fields or extraction issues. Empty when none were detected.
