LinkedIn Profile Comments

Extract LinkedIn profile comments and their social activities like likes and reactions, requiring no input

$1.9 / 1k comments

Extract LinkedIn profile comments and their social activities like likes and reactions, requiring no input

Endpoint

POST /api/v1/agents/linkedin/profile-comments/run

Parameters

profiles · array · required

List · LinkedIn profile URLs to scrape comments from. One per line.

maxResults · integer · default: 50

Number · Comments per profile. Use 0 for all.

postedLimit · string

Dropdown · Only comments within this time window.

Options: any, 1h, 24h, week, month

Legend: any = Any time, 1h = Past hour, 24h = Past 24 hours, week = Past week, month = Past month

Response columns

Field	Display name	Type
sourceProfileUrl	Source Profile URL	url
commentUrl	Comment URL	url
commentText	Comment Text	text
commenter	Commenter	text
commenterTitle	Commenter Title	text
commenterUrl	Commenter URL	url
commented	Commented	text
commentLikes	Comment Likes	number
commentReplies	Comment Replies	number
postUrl	Post URL	url
postText	Post Text	text
postAuthor	Post Author	text
postAuthorTitle	Post Author Title	text
postAuthorUrl	Post Author URL	url
postLikes	Post Likes	number
postComments	Post Comments	number
postShares	Post Shares	number
postVideo	Post Video	url
postDate	Post Date	text
edited	Edited	boolean
actorAuthor	Actor Author	boolean
contributed	Contributed	boolean
engagementReactionsCount	Engagement Reactions Count	integer
engagementReactionsType	Engagement Reactions Type	text
engagementShares	Engagement Shares	integer
postPostImagesUrl	Post Post Images URL	url
postPostVideoThumbnailUrl	Post Post Video Thumbnail URL	url
commentaryAttributes	Commentary Attributes	array
postRepost	Post Repost	object
commenterAvatar	Commenter Avatar	url

Example

curl

curl -X POST https://api.mindcase.co/api/v1/agents/linkedin/profile-comments/run \
  -H "Authorization: Bearer mk_live_abc123def456" \
  -H "Content-Type: application/json" \
  -d '{
  "params": {
    "profiles": [
      "https://www.linkedin.com/in/satyanadella"
    ],
    "maxResults": 10
  }
}'

Example response

Response

{
  "job_id": "job_7f3a2b1c",
  "status": "completed",
  "data": [
    {
      "sourceProfileUrl": "https://www.linkedin.com/in/satyanadella",
      "commentUrl": "https://www.linkedin.com/feed/update/urn:li:ugcPost:7432490714694832128?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7432490714694832128%2C7435104681204428803%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287435104681204428803%2Curn%3Ali%3AugcPost%3A7432490714694832128%29",
      "commentText": "Great meeting you ... thanks for the conversation and book!",
      "commenter": "Satya Nadella",
      "commenterTitle": "Chairman and CEO at Microsoft",
      "commenterUrl": "https://www.linkedin.com/in/satyanadella",
      "commented": "2026-03-04T23:31:33.565Z",
      "commentLikes": 16,
      "commentReplies": 4,
      "postUrl": "https://www.linkedin.com/posts/gabastorga_if-you-had-the-opportunity-to-ask-one-question-ugcPost-7432490714694832128-gubY",
      "postText": "If you had the opportunity to ask one question to the CEO of Microsoft, Satya Nadella, one question about Artifical Intelligence, what would you ask?\n\nAfter some reflection, I chose to give him a present. It was a book that a close friend of mine recommended. She had told me her mother loved it because it resonated deeply with her.\n\nThe question of AI and humanity has always been at the forefront of my mind. As the technology and scientific innovations we create evolve at a pace far faster than us, how do we continue to grow whilst keeping our culture and humanity?\n\nSatya Nadella\u2019s response was thoughtful and optimistic. His response was that AI is a tool that can democratise access to aspects like coding, new avenues of creativity and culture can be formed in ways previously unimagined.\n\nIt was a brief but very inspiring interview - Thank you Satya.",
      "postAuthor": "Gabriel Astorga",
      "postAuthorTitle": "PhD in Microbial Genomics | AMR & One Health | Associate Fellow (AFHEA), Advance HE | STEM Communicator",
      "postAuthorUrl": "https://www.linkedin.com/in/gabastorga?miniProfileUrn=urn%3Ali%3Afsd_profile%3AACoAAClvh24BMkIt-io9eW7Yl79kmBYP-Zoz3VY",
      "postLikes": 216,
      "postComments": 12,
      "postShares": 11,
      "postVideo": "https://dms.licdn.com/playlist/vid/v2/D4D05AQGKCMR8KXED_A/mp4-720p-30fp-crf28/B4DZyWC7LVIoCI-/0/1772043888856?e=1778245200&v=beta&t=cfvQ84b7hivUGxMPizH0ZDPxP0RcW3qH5PuvB9qOndU",
      "postDate": "2026-03-04T23:31:35.104Z",
      "edited": false,
      "actorAuthor": false,
      "contributed": false,
      "engagementReactionsCount": null,
      "engagementReactionsType": null,
      "engagementShares": 0,
      "postPostImagesUrl": null,
      "postPostVideoThumbnailUrl": "https://media.licdn.com/dms/image/v2/D4D05AQGKCMR8KXED_A/videocover-high/B4DZyWC7LVIoBY-/0/1772043878649?e=1778245200&v=beta&t=c36_VZDZK1xe0bIGniO5TBBblEVCAKhRzOB7gqgaDRs",
      "commentaryAttributes": [],
      "postRepost": null,
      "commenterAvatar": "https://media.licdn.com/dms/image/v2/C5603AQHHUuOSlRVA1w/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1579726625483?e=1779321600&v=beta&t=ZdzsUEqwiaYe6oSSXZfab2tMfJ6kQONtu5QKmUngG5s"
    }
  ]
}