LinkedIn People from Post Keywords - Bitscale

Source type: linkedinPeopleFromKeywords Find LinkedIn people who authored or engaged with (liked, commented on, reshared) posts containing specific keywords within a recent time window. Returns the profile of each engager as a row — a strong buying-intent signal because the person actively interacted with content matching your topic.

Returns every match up to limit (max 100) in one call. There is no page 2, so has_more is always false. Count is not available. 1 credit per row returned.

Filters

Send these in filters.

Name	Type	Required	Default	Description
`postKeywords`	string[]	Yes		Keywords to match against post content (OR semantics). HARD MAX 5 — the backend truncates extras. Use short, specific phrases: [‘cold email’, ‘sales engagement’] rather than long sentences.
`timeFrame`	string	Yes		Recency window for posts. One of: `24h`, `7d`, `30d`.
`fromPeople`	string[]	No		Restrict to posts authored by these LinkedIn profile URLs. Must be fully-qualified URLs matching linkedin.com/in/<handle>. The backend resolves each to a URN before calling the LinkedIn API.
`mentioningPeople`	string[]	No		Restrict to posts that @mention these LinkedIn profile URLs. Same URL format as fromPeople.
`fromCompany`	string[]	No		Restrict to posts authored by people at these companies. Pass company website domains (e.g. [‘stripe.com’, ‘figma.com’]) or LinkedIn company URLs; the backend resolves each to a company ID.
`mentioningCompany`	string[]	No		Restrict to posts that mention these companies. Same format as fromCompany.

Example

curl -X POST "https://api.bitscale.ai/api/v1/sources/linkedinPeopleFromKeywords/search" \
  -H "X-API-KEY: $BITSCALE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"filters": {"fromCompany": ["apollo.io", "outreach.io"], "postKeywords": ["cold email", "sales engagement"], "timeFrame": "7d"}, "limit": 25}'

Row

Each row in result.rows looks like this. Use fields to keep only what you need.

{
  "entityUrn": "ACoAAExample000JaneDoe",
  "keyword": "cold email",
  "name": "Jane Doe",
  "postUrl": "https://www.linkedin.com/posts/johnsmith_cold-email-activity-7520000000000000000",
  "profile": "https://www.linkedin.com/in/janedoe",
  "profilePicture": "https://example.com/janedoe.jpg",
  "profileType": "PERSON",
  "reactionType": "like",
  "reactor": {
    "entityUrn": "ACoAAExample000JaneDoe",
    "firstName": "Jane",
    "headline": "VP Sales at Acme",
    "lastName": "Doe",
    "objectUrn": 123456789,
    "profileBackground": "https://example.com/janedoe-bg.jpg",
    "profileId": "janedoe",
    "profilePicture": "https://example.com/janedoe.jpg",
    "profileType": "PERSON"
  },
  "title": "VP Sales at Acme",
  "type": "reaction"
}

See Sources API for paging, polling and credits.