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 | Commented At | Edited | Is Reply | Mentions | Comment Reactions | Comment Replies | Commenter Name | Commenter URL | Commenter Photo | Commenter Headline | On Own Post | Post URL | Post Text | Post Author | Post Author URL | Post Author Type | Post Author Headline | Post Date | Post Media URL | Post Media Type | Post Reactions | Post Comments | Post Shares |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Thanks for the great conversation! Loved getting the chance to talk about our Build news with you. | 2026-06-02T22:50:27.184Z | false | false | — | 0 | Satya Nadella | Chairman and CEO at Microsoft | false | Really excited to interview Satya Nadella tomorrow at Microsoft Build, in a special live #NoPriorsPod. Questions? | Sarah Guo | profile | investor, founder, helper of startups | 2026-06-02T05:31:54.497Z | — | — | 264 | 23 | 0 | ||||||
2 | Learn more:
https://techcommunity.microsoft.com/blog/microsoft365copilotblog/copilot-in-word-new-capabilities-for-document-workflows/4508974 | 2026-04-14T18:08:05.591Z | true | false | — | 8 | Satya Nadella | Chairman and CEO at Microsoft | true | 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 | profile | Chairman and CEO at Microsoft | 2026-04-14T18:07:19.752Z | VIDEO | 5,969 | 358 | 524 | |||||||
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! | 2026-06-05T01:10:01.473Z | false | false | 5 | Satya Nadella | Chairman and CEO at Microsoft | false | 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 🤖 | profile | The “F1 Programmer Tech Guy” - their words, not mine 🏎️👨💻 | 2026-06-04T15:16:02.177Z | IMAGE | 1,195 | 43 | 12 | ||||||||
4 | Check out our whole conversation: https://www.youtube.com/watch?v=rVDxcKrtusM
| 2026-05-03T18:10:33.032Z | false | false | — | 13 | Satya Nadella | Chairman and CEO at Microsoft | true | 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 | profile | Chairman and CEO at Microsoft | 2026-05-03T18:09:08.439Z | VIDEO | 5,161 | 289 | 268 | |||||||
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. | 2026-06-05T14:44:57.566Z | false | false | 8 | Satya Nadella | Chairman and CEO at Microsoft | false | 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 | 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 | 1,237 | 117 | 77 | ||||||||
6 | 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/ | 2026-05-05T17:13:53.871Z | false | false | — | 11 | Satya Nadella | Chairman and CEO at Microsoft | true | 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 | profile | Chairman and CEO at Microsoft | 2026-05-05T17:13:21.305Z | VIDEO | 7,428 | 326 | 854 | |||||||
7 | Cricket and GitHub Copilot CLI: two of my favorite things! Super fun use case. | 2026-04-14T03:56:10.882Z | false | false | — | 7 | Satya Nadella | Chairman and CEO at Microsoft | false | GitHub Copilot CLI allows for quick creation of that app you always wanted to have.
Christopher Harrison wanted a cricket scoring app, so he explained things to Copilot, and in under 30 it was built.
/plan to scope
/autopilot to build
/fleet to scale | Microsoft Developer | company | — | 2026-04-13T19:13:07.146Z | VIDEO | 1,032 | 57 | 97 | |||||||
8 | Great meeting you ... thanks for the conversation and book! | 2026-03-04T23:31:33.565Z | false | false | — | 4 | Satya Nadella | Chairman and CEO at Microsoft | false | 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 | profile | PhD in Microbial Genomics | AMR & One Health | Associate Fellow (AFHEA), Advance HE | STEM Communicator | 2026-02-25T18:24:35.383Z | VIDEO | 216 | 12 | 11 | |||||||
9 | Thanks for spending the day with us ... and for the question! | 2026-03-04T23:33:34.528Z | false | false | — | 4 | Satya Nadella | Chairman and CEO at Microsoft | false | What do you ask the CEO of a $3 trillion tech company if you only had two minutes?
Of course it would only be right to ask Satya Nadella about the future of work. It’s at the top of all our minds right now!
So I asked him: As AI develops further, how will knowledge work change in five years? What should companies be prioritising?
His answer? It's not about the AI itself. It's about rethinking workflows.
He compared it to when Excel and email first entered the workplace - the tools changed, but the real shift was in how people actually worked together.
He sees the same thing happening now with AI agents.
The boundaries and silos we've built in businesses?
We only created them because of limitations. And those limitations are disappearing.
This was such an amazing opportunity and experience, a big thank you to Microsoft for inviting me and to Ruth Shuzi Lyu - 姝子 for making up feel like VIPs!! And the wider comms team Steve Douthwaite, Laura Turnidge Hana Joi .
Full conversation in the video 👇
🔁Reshare this with your teams and network.
And tell me what stood out to you from his answer? | Minisha Goel | profile | Founder@ MindShift AI | AI Training & Enablement for Enterprises Teams I Content Creator & Speaker | 2026-02-26T12:04:00.617Z | VIDEO | 1,413 | 65 | 103 | |||||||
10 | Welcome back, Hayete Gallot! Thrilled to have you leading this critical business for us. | 2026-02-04T17:26:58.110Z | false | false | 13 | Satya Nadella | Chairman and CEO at Microsoft | false | 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 | profile | Executive Vice President, Microsoft Security | 2026-02-04T17:11:45.567Z | — | — | 5,230 | 656 | 14 |
Playground
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.
Cost
$2.00 per 1,000 comments. Each row returned counts as one comment. The total count grows based on the number of profiles requested and the max results limit set for each. Failed runs don't count.
Cost calculator
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
Sign up to run live queries against LinkedIn Profile Comments API via chat, form, or API.
FAQ
Related
Extract LinkedIn post comments and replies, including likes and reactions, from a list of post URLs
Extract reactions from LinkedIn posts and comments, providing likes and appreciations
Extract LinkedIn ad details, ad copy, media URL, and call-to-action buttons from Ad Library URLs
Monitor public LinkedIn profiles for reactions, along with full post details and social activities
Get LinkedIn company data — by company URL, or by searching with filters (location, size, industry). Returns the full company profile either way.
List LinkedIn company employees — name, role, location, seniority — from a list of company URLs