LinkedIn Post Scraper - Search Posts by Keyword, No Login
Pricing
$3.00 / 1,000 linkedin posts
LinkedIn Post Scraper - Search Posts by Keyword, No Login
Scrape LinkedIn posts by keyword without login or cookies. Pulls post URL, author name, headline, profile URL & text snippet from Google's public index. No account bans. Works in Claude, ChatGPT & any MCP AI agent for leads, market research & social listening.
Pricing
$3.00 / 1,000 linkedin posts
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The Mine Works
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19 hours ago
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LinkedIn Post Search — Find Posts by Keyword (No Login)
Search LinkedIn posts by keyword or phrase and extract post URLs, author names, headlines, profile URLs, and post text snippets — without a LinkedIn account or cookies.
How it works
LinkedIn posts are indexed by Google. This actor queries Google for site:linkedin.com/posts "your keyword" and parses the SERP. Every byte comes from Google's public index — LinkedIn is never contacted directly. This avoids LinkedIn's aggressive anti-bot measures and account bans entirely.
What you get per post
| Field | Description |
|---|---|
post_url | Canonical LinkedIn post URL |
author_name | Poster's name |
author_headline | Their job title / headline (when available) |
author_profile_url | Their LinkedIn profile URL (best-effort from post slug) |
post_snippet | Text excerpt from the post (from Google's SERP description) |
scraped_at | ISO 8601 timestamp |
Input
- query (required) — keyword or phrase to search for, e.g.
"lab grown diamond","SaaS pricing strategy","AI startup funding" - maxResults — how many posts to return (default: 25, max: 200)
- proxy — proxy configuration; GOOGLE_SERP strongly recommended
Pricing
First 25 posts per account are free (lifetime). After that, $0.005 per post via Pay-Per-Event.
Proxy
Uses Apify's GOOGLE_SERP proxy group by default, which is purpose-built to return rendered Google SERP HTML. Falls back to RESIDENTIAL automatically if GOOGLE_SERP misses. A valid Apify proxy subscription is required for production use.
Limitations
- Post snippets are excerpts from Google's index, not the full post text
- Author profile URLs are extracted from the post slug (best-effort) and may not always resolve
- Google's index covers public posts only; private/login-gated posts are not indexed
- Query saturation: a single keyword typically yields 50–150 unique posts before Google exhausts its index for that phrase; try varied phrasings to go deeper
Use cases
- Lead generation: find people discussing topics relevant to your product
- Market research: see what thought leaders are saying about a subject
- Content intelligence: discover trending post angles in your niche
- Competitor monitoring: track mentions of a brand or product name
Use in Claude, ChatGPT & any MCP agent
This actor is also a Model Context Protocol (MCP) server tool — call it directly from Claude, ChatGPT, Cursor, Windsurf, or any MCP-compatible AI agent. The agent only pays for results delivered (same pay-per-result model).
- Per-actor MCP endpoint:
https://mcp.apify.com/?tools=themineworks/linkedin-post-search - Full Mine Works MCP server (all tools):
https://the-mine-works-mcp.hatchable.site/api/mcp
// Call this actor as a tool via apify-client (Node)import { ApifyClient } from 'apify-client';const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });const run = await client.actor('themineworks/linkedin-post-search').call({ /* input from the table above */ });const { items } = await client.dataset(run.defaultDatasetId).listItems();console.log(items);