Scrape LinkedIn reactions, posts, and comments.
Three focused scrapers on Apify. Pay per result, full pagination, and we never touch your LinkedIn account.
Available APIs
Each one does one thing well. Priced per event. Marketplace checkout.
LinkedIn Profile
Enrich any LinkedIn profile URL. Headline, experience, education. Clean JSON in one call.
LinkedIn Reactions
Reactions on any post. Full profile data per reaction.
LinkedIn Posts
Posts from profiles and companies. Auto-paginated, clean JSON.
We shipped a full redesign in 3 days. Here's exactly how 👇
LinkedIn Comments
Comments on any post, with replies and commenter profiles.
This is spot on. The framing around intent is exactly what most teams miss.
Built for what you actually do.
Lead lists, competitor moves, outreach personalization, sales intelligence. Pulled fresh from LinkedIn, not from a stale snapshot.
Lead generation
Find people who engaged with a relevant post. Build your list from real activity, not a stale database.
Competitor intelligence
Track what competitors post and who reacts. Catch market signals before they hit your inbox.
Outreach personalization
Open with what they actually said or shared this week. Generic blasts are dead.
Sales intelligence
Build prospect lists from who engages with the right posts. Real, recent activity instead of a stale database.
Built for developers and AI agents.
Clean docs, narrow scrapers, machine-readable schemas. Integrate in minutes, by hand or with an agent.
AI-ready on Apify.
Machine-readable schemas, stable URLs, and an llms.txt per scraper. Connect an agent through the Apify MCP and run a scraper in seconds.
No LinkedIn account.
Zero account-burning risk. We never use your credentials.
Fresh data.
Every call hits LinkedIn live. No stale snapshot.
Guides on LinkedIn scraping and enrichment
Apify LinkedIn Scrapers in 2026: How to Judge Every Listing on the Shelf, Including Ours
A buyer's guide to the wall of LinkedIn scraper listings on Apify: the four signals that matter, the three pricing models, and the standard we ask you to hold our own actors to.
Read the guide →LinkedIn Profile Scrapers in 2026: Three Architectures, One Decides Your Account Risk
Every LinkedIn profile scraper is a browser extension, a cookie automation, or an account-less API. The architecture you pick decides your risk, ceiling, and unit price.
Read the guide →LinkedIn API Pricing in 2026: Why There Is No Price Page, and What Access Really Costs
LinkedIn's official API has no pricing page because it is not a product you can buy. Here is the partner-gate reality, the one published number, and what per-result scraper pricing looks like.
Read the guide →Run them on Apify.
No setup, no LinkedIn account, no contract. Open a scraper, paste a URL, get clean JSON.