Scrape recent posts from LinkedIn profiles using Apify. Use when you need to monitor what specific people are posting on LinkedIn, track founder/exec activity, or gather LinkedIn content for competitive intelligence.
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Added September 4, 2026
ai-agentspythonbashapi
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cli
api
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---
name: linkedin-profile-post-scraper
description: >
Scrape recent posts from LinkedIn profiles using Apify. Use when you need to
monitor what specific people are posting on LinkedIn, track founder/exec activity,
or gather LinkedIn content for competitive intelligence.
---
# LinkedIn Profile Post Scraper
Scrape recent posts from specific LinkedIn profiles using the Apify `harvestapi/linkedin-profile-posts` actor.
## Quick Start
Requires `APIFY_API_TOKEN` env var (or `--token` flag). Install dependency: `pip install requests`.
```bash
# Scrape recent posts from a profile
python3 skills/linkedin-profile-post-scraper/scripts/scrape_linkedin_posts.py \
--profiles "https://www.linkedin.com/in/marcelsantilli" --max-posts 10
# Multiple profiles with keyword filtering
python3 skills/linkedin-profile-post-scraper/scripts/scrape_linkedin_posts.py \
--profiles "https://www.linkedin.com/in/person1,https://www.linkedin.com/in/person2" \
--keywords "AI,growth" --days 30
# Summary table
python3 skills/linkedin-profile-post-scraper/scripts/scrape_linkedin_posts.py \
--profiles "https://www.linkedin.com/in/marcelsantilli" --output summary
```
## CLI Reference
| Flag | Default | Description |
|------|---------|-------------|
| `--profiles` | *required* | LinkedIn profile URL(s), comma-separated |
| `--max-posts` | 20 | Max posts to scrape per profile |
| `--keywords` | none | Keywords to filter (comma-separated, OR logic) |
| `--days` | 30 | Only include posts from last N days |
| `--output` | json | Output format: `json` or `summary` |
| `--token` | env var | Apify token (prefer `APIFY_API_TOKEN` env var) |
| `--timeout` | 300 | Max seconds to wait for the Apify run |
## Cost
~$2 per 1,000 posts scraped. The script prints a cost estimate before running.
## Notes
- No native date filtering — dates are filtered client-side on `postedAt`/`postedDate`
- Profile URLs must be full LinkedIn URLs (e.g. `https://www.linkedin.com/in/username`)
