Extract LinkedIn post comments and replies, including likes and reactions, from a list of post URLs
Here's a sample run for 10 comments on Satya Nadella's LinkedIn post about Microsoft's Agent Mode in Copilot, showing the exact schema and results you can expect.
| # | Comment URL | Comment Text | Author | Author Title | Author URL | Author Avatar | Author Type | Is Post Author | Posted | Likes | Replies | Reactions | Shares | Edited | Pinned | Contributed | Source Post URL |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Agent mode in excel is amazing. Thank you 🙏 | Geethy Panicker | SVP, Head of Risk Appetite & Risk Strategy, Risk Governance, Enterprise Risk | Operational Risk| COO| Futurist |Intnl’ Speaker | Digital Risk| AI transformation | Climate risk | MBA| MIT | Oxford| LBS | Cornell| SCR GARP | — | profile | false | 2026-05-03T14:44:28.007Z | 0 | 0 | — | 0 | false | false | false | |||
2 | To be honest, it’s truly amazing to see how far it’s come—from a basic spreadsheet to a tool that still surprises professionals every day.
| Yara Youssef | Director of Project Operations @ NVIDIA | Computer Engineering | profile | false | 2026-04-30T19:43:48.381Z | 0 | 0 | — | 0 | false | false | false | ||||
3 | Nice | Ahmed Cherifi | Business Intelligence & Analytics Consultant at Chronopost | profile | false | 2026-05-01T17:39:01.420Z | 0 | 0 | — | 0 | false | false | false | ||||
4 | This tribute is quite interesting. Previously, they relied on brute force; now, agents help with the calculations—it's truly a case of 'the recipe hasn't changed, but the brain has been upgraded.' It's very insightful. | Sylvia Zhang | Jewelry Brand Investor & Operator | Former Data Science & Growth Analytics Engineer | Cross Border Business Builder | profile | false | 2026-05-03T04:37:55.844Z | 0 | 0 | — | 0 | false | false | false | ||||
5 | Microsoft's willingness to look back and engage with memes demonstrates its confidence in its brand assets. By putting AI into the old bottle of the 90s, it not only resonates with long-time customers but also showcases the brand's vitality to younger generations. | Sophie Zhang | Jewelry Brand Investor & Operator | Former Consumer Insights & Brand Strategy Consultant | Cross Border Business Builder | profile | false | 2026-04-30T19:54:49.839Z | 0 | 0 | — | 0 | false | false | false | ||||
6 | Loved this. I still remember the awe inspiring first Excel ad. What a journey to behold. | Luis Francisco Cordero Rueda | Medical Director | Learning Python & AI in public | Teaching as I go | profile | false | 2026-05-01T21:19:16.613Z | 0 | 0 | — | 0 | false | false | false | ||||
7 | Doug Gordon | Sally Gordon | Senior Marketing Leader - Microsoft CMO ANZ | Women at Microsoft Communications Leader | profile | false | 2026-05-01T05:04:49.221Z | 0 | 0 | — | 0 | false | false | false | ||||
8 | first microsoft ruined windows with AI, now it ruined a good memory with AI | Archimedih Suckrates | Customer Exploitation Executive | — | profile | false | 2026-05-02T09:08:36.801Z | 0 | 0 | — | 0 | false | false | false | |||
9 | A clever way to show that great products can keep evolving without losing what made them familiar in the first place. | Anna R. | Division VP Finance | Former Division CFO | FP&A, Strategic Planning & Business Transformation Leader | profile | false | 2026-05-02T01:26:46.716Z | 0 | 0 | — | 0 | false | false | false | ||||
10 | A great snapshot of how productivity has evolved. What once focused on saving time through formatting has now shifted to solving complexity—where Agent Mode doesn’t just assist, but analyzes, interprets, and generates insights. | Cogniferentials Consultancy | 1,194 followers | — | company | false | 2026-05-02T05:03:55.711Z | 0 | 0 | — | 0 | false | false | false |