Post Comments & Engagements Scraper for LinkedIn
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from $5.99 / 1,000 results
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Post Comments & Engagements Scraper for LinkedIn
Pricing
from $5.99 / 1,000 results
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Post Comments & Engagements Scraper for LinkedIn | No Cookies
Scrape LinkedIn post comments, replies, reactions, and author info in batch (up to 500 posts per run). No browser cookies required by default; optional li_at cookie for authenticated access.
Why use this actor?
- Bulk scraping: Add multiple post URLs or numeric activity IDs in one run.
- Structured output: Each comment includes text, author (name, headline, profile URL, picture), posted_at (timestamp, date, relative), stats (reactions, reply count), and nested replies.
- Proxy fallback: Runs without proxy by default; if LinkedIn blocks, automatically falls back to datacenter then residential proxy (with retries).
Input
| Field | Type | Required | Description |
|---|---|---|---|
| Post URLs or IDs | array (URLs) | Yes | LinkedIn post URLs or activity IDs (e.g. 7289521182721093633 or full post URL). |
| Proxy Configuration | object | No | Apify proxy. Leave default for no proxy; actor will fallback on block. |
| Page Number | integer | No | Pagination (default: 1). |
| Sort order | string | No | REVERSE_CHRONOLOGICAL (most recent) or RELEVANCE. |
| Result limit per post | integer | No | Max comments per post (1–500, default 100). In Advanced options. |
| LinkedIn session cookie (li_at) | string (secret) | No | Optional. Your li_at cookie for logged-in scraping. In Advanced options. |
Example input (JSON)
{"startUrls": [{ "url": "https://www.linkedin.com/feed/update/urn:li:activity:7289521182721093633/" },{ "url": "7289521182721093633" }],"sortOrder": "REVERSE_CHRONOLOGICAL","resultLimitPerPost": 100}
Output
Dataset items: one per post.
- postUrl: The post URL used.
- comments: Array of comment objects. Each has:
comment_id,text,posted_at(timestamp, date, relative)author(name, headline, profile_url, profile_picture)stats(total_reactions, reactions by type, comments count)replies(same structure),comment_url,is_pinned,is_edited,post_input,totalComments
How to use (Apify Console)
- Open Apify Console → Actors.
- Find Post Comments & Engagements Scraper for LinkedIn and open it.
- Under Input, add post URLs or IDs (use + Add or Bulk edit).
- Optionally set proxy, sort order, and Advanced options (result limit,
li_at). - Click Start. Watch the Log tab; results appear in the Output dataset as each post is done.
Cautions
- Data is from publicly available sources only. No private or password-protected content.
- You are responsible for compliance with LinkedIn’s terms, privacy laws, and anti-spam regulations.