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$0.002 per comment ($2.00 per 1,000 comments)16 datapoints

LinkedIn Post Comments API

Extract LinkedIn post comments and replies, including likes and reactions, from a list of post URLs

LinkedIn

Sample

Sample data

Here's a sample run of comments on real LinkedIn posts — commenter, headline, comment text, mentions, and reactions — showing the exact schema and results you can expect.

#
Commenter Name
Commenter Headline
Commenter URL
Commenter Profile ID
Commenter Handle
Commenter Photo
Commenter Type
Commenter Followers
Is Author
Comment
Comment URL
Commented At
Comment Reactions
Comment ID
Post URL
1
Vaibhav Bhardwaj
MIS Executive | Automation Expert | Data Analytics & Process Automation | Python | Google Apps Script | Open Source Contributor
www.linkedin.com/in/mr-vaibhav-bhardwaj
ACoAADshdRABEsLINsIF-KAcQMig_frcw03ZEFM
mr-vaibhav-bhardwaj
media.licdn.com
profile
2,778
false
🚀 Hi everyone! I'm the creator of MotionCraft, an open-source screen recorder and video editor built for creators and developers. 🔗 MotionCraft Repository: https://github.com/mrvaibhavbhardwaj/Motioncraft I'm looking for contributors, testers, and developers who would like to help improve the project. Whether you're interested in frontend development, backend systems, UI/UX, bug fixing, documentation, or feature development, your contributions are welcome. ⭐ If you find the project interesting, please consider starring the repository and sharing your feedback. Connect with me:🔹 LinkedIn: www.linkedin.com/in/mr-vaibhav-bhardwaj🔹 GitHub: https://github.com/mrvaibhavbhardwaj Let's build an amazing open-source video creation platform together! 🎬✨
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7467446161952583681%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287467446161952583681%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-06-02T05:25:03.451Z
—
7467446161952583681
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
2
Maxim Munvez
CFO in mid-market manufacturing • Turning finance from a cost center into a growth engine • AI, ERP, Power BI, Dynamics 365 • Field notes from the close, the ERP, and the boardroom
www.linkedin.com/in/maximmunvez
ACoAABRzj6MBWIXzVIqEwqzPtN_H-0P07b4C4cE
maximmunvez
media.licdn.com
profile
1,586
false
I missed the original ad. Excel entered my life somewhere between university and my first finance role, and it has not left since. What strikes me about Agent Mode is not the capability itself. It is where it lands. Excel is where finance actually lives. Not in the BI dashboard that gets presented to the board, not in the ERP that holds the source data. In the workbook someone built in 2019 that no one fully understands but no one can replace. That is precisely what makes this interesting and what makes me cautious in equal measure. An agent operating inside those workbooks needs to understand the logic embedded in them, not just the data. Formula chains, hardcoded assumptions, legacy adjustments that go back three audits. The marketing is good. The nostalgia works even on people who were not there for the original. But the question I will be asking before this touches our close process: what does the audit trail look like when the agent touches a cell?
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7463404430110089216%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287463404430110089216%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-22T01:44:39.487Z
—
7463404430110089216
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
3
Stella M.
Strategic Operations & Analytics Leader | Life Sciences & Biometrics | Active AI Practitioner | I help teams see clearly, work smarter, and build momentum that lasts.
www.linkedin.com/in/ssmunuo
ACoAAAD4ZbQBgVBAoDWNemIDpAprBWlgHeWtWHo
ssmunuo
—
profile
1,156
false
Okay, watching the current elevator ride followed by the 1992 version was pretty dope time travel!!
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7462885172330315776%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287462885172330315776%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-20T15:21:18.786Z
—
7462885172330315776
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
4
Devansh Kumar
React Native & ReactJS Developer | Building Apps for Startups | Building @ECHOHIRE | 50+ Apps Delivered | SourceDOTcom
www.linkedin.com/in/devansh-kumar-dev
ACoAAB3L1oMB2oLY6UBcdj8ujL0iqjI0opg9NVI
devansh-kumar-dev
media.licdn.com
profile
2,775
false
Excel has been the quiet backbone of business for 30+ years. AI-native Excel — where formulas, automation, and analysis happen through natural language — is genuinely a step change, not just an incremental update.
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7461380036651163648%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287461380036651163648%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-16T11:40:26.476Z
—
7461380036651163648
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
5
Tahir Rameez
I help enterprises deliver AI driven platforms across cloud data and automation at scale | AWS Azure GenAI
www.linkedin.com/in/tahirrameez
ACoAAAISyoEBtgPQZ9F2Y8k_bSfiBi-JfPh10i8
tahirrameez
—
profile
1,772
false
This is the most 2026 sentence ever: “Same spreadsheet, smarter spreadsheet.” Excel went from “please don’t break my formula” to “let me help you build the whole model.” The 90s ad aged well. The workflow aged even better.
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7463804000744747008%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287463804000744747008%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-23T04:12:24.550Z
—
7463804000744747008
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
6
Rakesh Patial
GDS Consulting Manager -Data Analytics & Automation
www.linkedin.com/in/rakesh-patial-86bb09
ACoAAAAqBZMB35F5jYgVMIV6weSRt7QC23sLf9E
rakesh-patial-86bb09
media.licdn.com
profile
612
false
I wish they could have stored large data set in spreadsheets and increase calculation speed for very large dataset.
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7460549092193120256%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287460549092193120256%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-14T04:38:33.879Z
—
7460549092193120256
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
7
Mudassar M.
Tech leader driving scale & innovation
www.linkedin.com/in/mudassar991
ACoAAAH8SpkBAjr83SDxIIpR4GqXg3V0gfD3ocY
mudassar991
media.licdn.com
profile
2,240
false
Vulnerability in leadership is underrated. When leaders openly acknowledge what they don't know, it creates psychological safety for teams to flag problems early. That's where real innovation happens—in the spaces where people feel safe to speak up.
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7462583678024613888%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287462583678024613888%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-19T19:23:16.942Z
—
7462583678024613888
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
8
Mel Thompson
VP Partner Experience | Leading End-to-End Partner Lifecycle Across APAC | Driving Growth, Experience & Operational Excellence
www.linkedin.com/in/mel-thompson-39280a13
ACoAAALKFZ4Bz8STmC4qtvfwZrwK8tEHyxXFBX4
mel-thompson-39280a13
—
profile
3,662
false
Love the 90s ad throwback. 👏 Excel was the original business superpower for millions — and now Copilot Agent Mode feels like the next leap, moving AI from assisting work to actually doing work
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7459191196456837120%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287459191196456837120%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-10T10:42:46.307Z
—
7459191196456837120
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
9
Omer Yezdani
Strategic Leader / CDO / AI / Board Director
www.linkedin.com/in/omeryezdani
ACoAAAdc9PYB5hKG_QSaVEbPYfKUfRzYsdH-9VU
omeryezdani
media.licdn.com
profile
2,412
false
Love it!
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7459028590102298624%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287459028590102298624%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-09T23:56:37.930Z
7459028590102298624
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz
10
Mohammed Abrar
MEP Project Manager | PMC & Client-Side Delivery | AI in Construction | Digital Transformation | Sustainability & ESG | Built Environment Innovation | 25 Years UAE & International
www.linkedin.com/in/mohammed-abrar-61799339
ACoAAAgnbLMBWmfhJs0QSj4VBGH9v9Mi3r4BWJI
mohammed-abrar-61799339
—
profile
17,112
false
“Brilliant blend of nostalgia and innovation — the future of productivity is here.”
www.linkedin.com/feed/update/urn:li:ugcPost:7452924815130165248?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7452924815130165248%2C7460288849223770112%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287460288849223770112%2Curn%3Ali%3AugcPost%3A7452924815130165248%29
2026-05-13T11:24:27.120Z
—
7460288849223770112
www.linkedin.com/posts/satyanadella_to-mark-the-broad-rollout-of-agent-mode-in-activity-7452924970042826753-r6bz

Playground

Run this API

Advanced parameters are collapsed below.

Inputs

Output limits

$0.002 per comment
Billed per comments returned — no row cap set
live
curl -X POST https://api.mindcase.co/v1/data/linkedin/post-comments/run \
  -H "Authorization: Bearer mk_live_YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "params": {
    "posts": "",
    "postedLimit": ""
  }
}'
Edit the form to update this live.

Overview

About LinkedIn Post Comments API

LinkedIn Post Comments extracts discussion data from specific posts. It returns fields like Comment Text, Author, Author Title, Likes, and Posted date. It captures the full text of the comment along with metadata about the commenter.

Market researchers use LinkedIn Post Comments to analyze sentiment on product announcements. Sales teams monitor comments on competitor posts to identify prospects asking questions or expressing interest.

Real-time dataSelf-servePay per resultZero setup time

Cost

Pricing

$0.002per comment
$2.00 per 1,000 comments

$2.00 per 1,000 comments. Each row returned counts as one comment. The total count increases based on the number of posts provided and the maximum comments requested per post. Failed runs don't count.

Pay as you goNo subscriptionNo setup feeCancel anytime

Cost calculator

Total rows500 comments
Total cost$1.00

Examples

Use cases

A few common ways teams put LinkedIn Post Comments API to work — copy a prompt below to try it yourself.

Sentiment analysis

Analyze reactions to major industry news.

>
Get the latest 500 comments from Satya Nadella's post about AI agents

Lead generation

Identify active commenters on competitor updates.

>
200 comments from the latest Salesforce, HubSpot, and Pipedrive posts

Community engagement

Monitor feedback on specific thought leadership content.

>
300 comments on Simon Sinek's latest post about leadership

Competitive benchmarking

Compare engagement depth across different company announcements.

>
200 comments from the most recent Apple product launch post

Get started

Ready to pull comments?

Sign up to run live queries against LinkedIn Post Comments API via chat, form, or API.

FAQ

Frequently asked questions

Does LinkedIn Post Comments include replies to comments?
Yes, you can toggle the option to include nested replies. Each reply is returned as its own row in the final dataset.
How fresh is the data?
Live on every run. LinkedIn Post Comments does not cache results. Each request pulls the current state of the source at the moment you query, so what you receive is what users see on the platform right now.
Can I pull comments from multiple posts in one run?
Yes, you can pass an array of post URLs to LinkedIn Post Comments to fetch data from multiple sources in a single request.
How do I integrate with Zapier, n8n, Google Sheets, or Airtable?
LinkedIn Post Comments returns clean JSON and CSV output. Both formats work with every workflow tool. Pipe them in via a webhook step, file download, or by hitting the REST endpoint on a schedule. Same for Slack notifications, Notion databases, and other downstream systems.
What fields are returned?
Per comment: commenter name, headline, profile URL, and type (person or company); the comment text, URL, and date; an edited flag; @-mentions inside the comment; a reaction-type breakdown and reply count on the comment; and the post URL it belongs to.

Related

More LinkedIn APIs

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Extract LinkedIn ad details, ad copy, media URL, and call-to-action buttons from Ad Library URLs

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LinkedIn Profile Comments API

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

LinkedIn$0.002 per comment$2.00 per 1,000 comments
LinkedIn
LinkedIn Profile Reactions API

Monitor public LinkedIn profiles for reactions, along with full post details and social activities

LinkedIn$0.002 per reaction$2.00 per 1,000 reactions
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LinkedIn Companies API

Get LinkedIn company data — by company URL, or by searching with filters (location, size, industry). Returns the full company profile either way.

LinkedIn$0.004 per company$4.00 per 1,000 companies
LinkedIn
LinkedIn Company Employees API

List LinkedIn company employees — name, role, location, seniority — from a list of company URLs

LinkedIn$0.004 per profile$4.00 per 1,000 profiles

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