Extract LinkedIn profile comments and their social activities like likes and reactions, requiring no input
Sample
Here's a sample run of comments made by several LinkedIn profiles, including the post each comment was on, showing the exact schema and results you can expect.
| # | Comment | Comment URL | Comment ID | Commented At | Edited | Is Reply | Mentions | Comment Reactions | Comment Replies | Commenter URL | On Own Post | Post URL | Post ID | Post Text | Post Author | Post Author URL | Post Author Profile ID | Post Author Handle | Post Author Type | Post Author Headline | Post Author Avatar | Post Date | Post Media URL | Post Media Type | Post Reactions | Post Comments | Post Shares |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Thanks for having me, michael. Great to chat with your students about the industry and career growth! | 7481056009390575619 | 2026-07-09T18:45:43.939Z | false | false | 1 | false | 7481056020991983616 | one of the privileges of teaching cs153 (Frontier Systems) at Stanford Online is getting to bring people into the room who have actually built the future.
several weeks ago, that person was Satya Nadella he joined us in the middle of microsoft build, one of the biggest weeks on his calendar, and chose to spend part of it with a room full of students.
i haven’t stopped thinking about that. goes to show that the best builders never really stop building. and, for satya, that means investing in the people who will build it next.
catch the full session here: https://lnkd.in/gtZX-CRW | michael abbott | ACoAAAAASCQB-MBBdNKe5_AxzChZElEyIq4-z1c | michaelabbott | profile | curious | 2026-06-30T16:31:16.046Z | — | — | 558 | 27 | 5 | |||||||
2 | Check out our whole conversation: https://www.youtube.com/watch?v=rVDxcKrtusM
| 7456767168614035456 | 2026-05-03T18:10:33.032Z | false | false | — | 12 | true | 7456767209747664896 | Seeing firsthand how people are using our tools to have impact in their daily lives is one of the most rewarding parts of my job.
While in Sydney, I enjoyed talking with Trevor Long about the family calendar assistant he built with Copilot Studio. | Satya Nadella | ACoAAAEkwwAB9KEc2TrQgOLEQ-vzRyZeCDyc6DQ | satyanadella | profile | Chairman and CEO at Microsoft | 2026-05-03T18:09:08.439Z | VIDEO | 5,168 | 284 | 268 | |||||||
3 | Glad you had such a great experience at Build, Tom Shaw 🤖! Good seeing you again, and let us know what you think of the new app! | 7468469144406089729 | 2026-06-05T01:10:01.473Z | false | false | 5 | false | 7468469169232183297 | I’ve said it before and I’ll say it again. If you’re getting into tech, conferences are the best way to dedicate time to learning. 🧠
I just wrapped up my second Microsoft Build in a row, and it was even more fun than last time! 🚀
Attending a conference forces you to engage with information, and the best part is, its all there on a silver platter for you.
Keynotes, breakout sessions, activities and networking opportunities. All of which will give you extreme imposter syndrome, but in this case, that’s not a bad thing.
As for my experience this year… there were some awesome announcements, exciting conversations and an exciting surprise from a popular music artist.
This year’s keynote was full of annoucnements, but the most ones that stood out the most to me were around the launch of the new GitHub Copilot app.
Satya actually mentioned that its interesting to see how the IDE/code editor market has changed over such a short space of time.
I also had the opportunity to chat with Satya Nadella again and be a part of a group roundtable with a bunch of other creators and product experts to discuss the latest announcements and what they mean for developers.
Finally I had the chance to sit down with Sarah Bird, Chief Product Officer for Responsible AI at Microsoft, where we spent over 30 minutes discussing the different responsibilities that Governments, AI providers and AI customers have when using AI tools throughout their work and personal lives.
Thank you to everyone at Microsoft and GitHub for putting on such a fantastic event this year! Looking forward to the next one! | Tom Shaw 🤖 | ACoAACEkG80BmNxqmDplSBh2kaVWCA3rpDROBWs | imtomshaw | profile | The “F1 Programmer Tech Guy” - their words, not mine 🏎️👨💻 | 2026-06-04T15:16:02.177Z | IMAGE | 1,192 | 41 | 11 | ||||||||
4 | Coming to Frontier: https://www.microsoft.com/en-us/microsoft-365/blog/2026/05/05/copilot-cowork-from-conversation-to-action-across-skills-integrations-and-devices/ | 7457477687226392576 | 2026-05-05T17:13:53.871Z | false | false | — | 11 | true | 7457477694222401536 | New in Copilot Cowork: mobile, skills, and plugins.
Now available on iOS and Android, so you can delegate work from your phone, pick it back up on your desktop, and keep tasks moving without breaking flow.
And with new connectors, Cowork can operate across business systems and data. | Satya Nadella | ACoAAAEkwwAB9KEc2TrQgOLEQ-vzRyZeCDyc6DQ | satyanadella | profile | Chairman and CEO at Microsoft | 2026-05-05T17:13:21.305Z | VIDEO | 7,436 | 323 | 855 | |||||||
5 | Thanks so much for the conversation, Reid. Always great talking to you about the future.
I am so grateful for all of your contributions to Microsoft and the board over the years, and excited to see you get back to founder mode with Manas. | 7468674229480222722 | 2026-06-05T14:44:57.566Z | false | false | 8 | false | 7468674250200109057 | Excited to sit down with my friend Satya Nadella to talk about AI, the future of humanity, and going back into founder mode to cure cancer. | Reid Hoffman | ACoAAAAABL0B3SGhqeNX998wiOuk_8hYA6ojLwg | reidhoffman | profile | Co-Founder, LinkedIn, Manas AI & Inflection AI. Founding Team, PayPal. Author of Superagency. Podcaster of Possible and Masters of Scale. | 2026-06-05T14:13:37.860Z | VIDEO | 1,215 | 109 | 71 | ||||||||
6 | Thanks for the great conversation! Loved getting the chance to talk about our Build news with you. | 7467709244356612096 | 2026-06-02T22:50:27.184Z | false | false | — | 0 | false | 7467709271783305216 | Really excited to interview Satya Nadella tomorrow at Microsoft Build, in a special live #NoPriorsPod. Questions? | Sarah Guo | ACoAAAF15fwBnMNuXntWeOqfpLmnKG0E4nnFPNI | sarahxguo | profile | investor, founder, helper of startups | 2026-06-02T05:31:54.497Z | — | — | 266 | 25 | 0 | ||||||
7 | Great meeting you ... thanks for the conversation and book! | 7435104681204428803 | 2026-03-04T23:31:33.565Z | false | false | — | 4 | false | 7435104687663693824 | 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?
After 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.
The 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?
Satya Nadella’s 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.
It was a brief but very inspiring interview - Thank you Satya. | Gabriel Astorga | ACoAAClvh24BMkIt-io9eW7Yl79kmBYP-Zoz3VY | gabastorga | profile | PhD in Microbial Genomics | AMR & One Health | Associate Fellow (AFHEA), Advance HE | STEM Communicator | 2026-02-25T18:24:35.383Z | VIDEO | 215 | 12 | 11 | |||||||
8 | Learn more:
https://techcommunity.microsoft.com/blog/microsoft365copilotblog/copilot-in-word-new-capabilities-for-document-workflows/4508974 | 7449881180751011840 | 2026-04-14T18:08:05.591Z | true | false | — | 8 | true | 7449881226934509568 | New in Word: Copilot now tracks changes, leaves comments, and more, working more like a coworker right inside your document, grounded in all your enterprise context with Work IQ. | Satya Nadella | ACoAAAEkwwAB9KEc2TrQgOLEQ-vzRyZeCDyc6DQ | satyanadella | profile | Chairman and CEO at Microsoft | 2026-04-14T18:07:19.752Z | VIDEO | 5,965 | 356 | 523 | |||||||
9 | Welcome back, Hayete Gallot! Thrilled to have you leading this critical business for us. | 7424866068659351552 | 2026-02-04T17:26:58.110Z | false | false | 13 | false | 7424866079362928640 | I am thrilled to share that I’m returning to Microsoft to lead the Security division, as Executive Vice President, Security.
Security has been a passion of mine throughout my career, and working closely with customers to transform their businesses has given me a front row seat to just how critical Security is.
As we embark on one of the most significant transformations in our lifetime, realizing the astonishing potential of AI will only succeed if we can secure AI solutions and make them safe. I’m honored to join this amazing team and bring the next wave of innovation in Security to help customers in this AI era, and help make the world a safer place for all.
I’m also deeply grateful for Charlie Bell's leadership and to carry the torch as we build what’s next for Microsoft Security.
Read Satya’s message: https://lnkd.in/gNH4UXHe | Hayete Gallot | ACoAAAIXE9gBm59g7JT-Rnl8JjETkBKskLSkGvE | hayetegallot | profile | Executive Vice President, Microsoft Security | 2026-02-04T17:11:45.567Z | — | — | 5,229 | 657 | 14 | |||||||
10 | Thanks for everything, Phil Spencer! What an incredible 38 years. Your commitment to the team, players, and creators has helped define not just our company but the entire industry. | 7430748156100947969 | 2026-02-20T23:00:17.040Z | false | false | 3 | false | 7430748174044053504 | It’s rare in life to know when a chapter is closing, but after 38 years at Microsoft, that moment has arrived for me. I’ve made the decision to retire and begin the next chapter of my life. It’s a milestone that’s given me a chance to reflect on the incredible journey I’ve been fortunate enough to share with so many of you.
I’m excited for Asha Sharma as she steps into the CEO role. She’s joining an incredible group of people; teams full of talent, heart, and a deep commitment to the players they serve. Watching her lean in with curiosity and a real desire to strengthen the foundation we've built gives me confidence that our Xbox communities will be well supported in the years ahead.
Thinking back to my start as an intern in 1988, I never could have imagined the path ahead. I’ve been lucky to work with so many passionate creators, partners, colleagues, and players across the industry; people who challenged me, taught me, and made this work full of joy and wonder.
Thank you to everyone who’s been part of this chapter. This community has meant more to me than I can say.
From here, I’ll keep doing what’s always mattered so much to me: cheering on the teams pushing this industry forward and playing alongside this incredible community. I'll see you online. | Phil Spencer | ACoAAAAkIB4Bw2e8UxSlquG2X2I9LCiecRgZO8Q | phil-spencer-112962 | profile | Advisor | Gamer Tag: P3 | 2026-02-20T20:43:22.216Z | IMAGE | 7,682 | 577 | 148 |
Playground
Fill in the fields below or .
curl -X POST https://api.mindcase.co/v1/data/linkedin/profile-comments/run \
-H "Authorization: Bearer mk_live_YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"params": {
"profiles": "",
"postedLimit": ""
}
}'Overview
LinkedIn Profile Comments extracts the public commenting history of any user. It returns specific data points including Comment Text, Commenter Title, Comment Likes, and the Post URL.
Sales development reps use LinkedIn Profile Comments to find relevant conversation starters based on prospect activity. Market researchers use it to analyze how competitors engage with industry content.
Examples
A few common ways teams put LinkedIn Profile Comments API to work — copy a prompt below to try it yourself.
Monitor where target leads engage on LinkedIn to find conversation starters for outbound.
Track which topics influence industry leaders weigh in on, and where the discussion is heading.
Find a user's current professional focus by searching their commenting history for specific topics.
Export a large volume of interactions for a single profile to analyze engagement frequency over time.
Get started
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FAQ
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