Pricing
$24.99/month + usage
Linkedin Posts Scraper
Extract LinkedIn posts at scale โ no login, no cookies, no maintenance. Search keywords, scrape company pages or profile posts instantly. Get full post text, likes, comments, author details & images. Anti-detection built-in with residential proxies. Fast, reliable, enterprise-ready.
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$24.99/month + usage
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๐ฅ LinkedIn Post Scraper - No Login Required
Scrape LinkedIn posts without cookies or login. Extract post content, author info, engagement metrics, and more. Unleash the power of LinkedIn data! ๐๐
๐ Features
- ๐ No Authentication: Works without LinkedIn cookies or login
- ๐ Multi Search Option: Search by keywords, post URLs, or profile/company URLs
- ๐ Engagement Metrics: Get likes, comments, shares, and more
- ๐ค Author Details: Full author info including name, headline, profile URL
- โก Zero Maintenance: No cookies to expire, auto user-agent rotation
- ๐ฏ ~100% Success Rate: Advanced TLS fingerprinting and browser rotation
๐ก Use Cases
- ๐ Content Analysts: Analyze trending topics and viral posts
- ๐ผ Marketers: Monitor brand mentions and competitor content
- ๐ฏ Sales Teams: Find engaging content from prospects
- ๐ฌ Researchers: Gather social media data for studies
- ๐ฐ News Aggregators: Track industry announcements
๐ How to Use
Search by Keywords (Most Common)
{"keywords":["artificial intelligence","machine learning"],"dateFilter":"past-week","limit":20,"fetchDetails":true}
Scrape Specific Posts
{"postUrls":["https://www.linkedin.com/posts/openai_the-openai-podcast-activity-7468347768948936704-yw3W"],"fetchDetails":true}
Get Posts from Profile/Company
{"profileUrls":["https://www.linkedin.com/company/openai","https://www.linkedin.com/in/satyanadella"],"limit":10,"fetchDetails":true}
โ๏ธ Input Parameters
| Parameter | Type | Description | Default |
|---|---|---|---|
keywords | Array | Search terms (e.g., ["AI", "startup"]) | [] |
postUrls | Array | Direct LinkedIn post URLs | [] |
profileUrls | Array | Profile or company URLs to get posts from | [] |
dateFilter | Enum | past-24h, past-week, past-month | None |
limit | Integer | Max posts per keyword/profile (1-100) | 10 |
fetchDetails | Boolean | Get full details from LinkedIn (slower, more data) | false |
proxy | Object | Proxy configuration | Apify Residential |
๐ค Output Format
{"postId":"openai_the-openai-podcast-activity-7468347768948936704-yw3W","url":"https://www.linkedin.com/posts/openai_the-openai-podcast-activity-7468347768948936704-yw3W","text":"Last month AI found something mathematicians had missed for decades. Reasoning researchers join the podcast to discuss how...","type":"text","postedAt":"2026-06-04T17:07:43.292Z","authorName":"OpenAI","authorProfileUrl":"https://www.linkedin.com/company/openai","authorProfileId":"openai","authorImage":"https://media.licdn.com/...","numLikes":221,"numComments":51,"numShares":0,"images":["https://media.licdn.com/..."],"hashtags":[],"isRepost":false,"isSponsored":false,"scrapedAt":"2024-01-15T10:30:00Z"}
Output Field Reference
| Field | Type | Always Present | Notes |
|---|---|---|---|
postId | string | โ | Unique post identifier |
url | string | โ | Full LinkedIn post URL |
text | string | โ | Post content (may be truncated in Quick mode) |
type | string | โ | text, image, or video |
authorName | string | โ | Author display name |
authorProfileUrl | string | โ | Author's LinkedIn profile URL |
authorProfileId | string | โ | Author's LinkedIn ID |
authorImage | string | โ ๏ธ | Author avatar URL (may be null) |
authorHeadline | string | โ | Rarely available |
postedAt | string | โ ๏ธ | ISO date (requires fetchDetails) |
numLikes | number | โ ๏ธ | 0 = no likes OR not fetched |
numComments | number | โ ๏ธ | 0 = no comments OR not fetched |
numShares | number | โ ๏ธ | Usually 0 (LinkedIn hides this) |
images | array | โ | Empty array if no images |
hashtags | array | โ | Empty array if no hashtags |
isRepost | boolean | โ | Whether post is a repost |
isSponsored | boolean | โ | Whether post is sponsored |
scrapedAt | string | โ | When data was scraped |
๐ Data Availability by Mode
| Data | Quick Mode | Quick + fetchDetails | Post URL Mode |
|---|---|---|---|
| Post URL | โ | โ | โ |
| Text Preview | โ | โ | โ |
| Full Text | โ | โ | โ |
| Author Name | โ ๏ธ From ID | โ | โ |
| Author Headline | โ | โ ๏ธ Rare | โ ๏ธ Rare |
| Author Image | โ | โ | โ |
| Likes Count | โ | โ | โ |
| Comments Count | โ | โ | โ |
| Posted Date | โ ๏ธ Partial | โ | โ |
| Hashtags | โ | โ | โ |
| Images | โ | โ | โ |
โ ๏ธ Note: Some posts may be private or deleted. Use
fetchDetails: truefor best data quality.
โก Speed vs Data
| Mode | Speed | Data |
|---|---|---|
fetchDetails: false | ~150 posts/min | Basic (URL, text preview) |
fetchDetails: true | ~30-80 posts/min | Full (all 18+ fields) |
Recommendation: Use fetchDetails: true for best results.
โ ๏ธ Limitations
- Profile Mode: Works best for company pages (OpenAI, Google, Microsoft). Personal profiles have limited indexing - use keywords search instead.
- Private Posts: Cannot access private or connection-only posts
- Rate Limiting: Very large scrapes (1000+ posts) may experience rate limiting
๐ก Tips for Best Results
- Use Residential Proxies: Essential for reliable results
- Enable fetchDetails: Gets complete post information
- Use dateFilter: Get recent posts only
- Start Small: Test with
limit: 5before scaling up - Be Specific: More precise keywords = better results
- For Personal Profiles: Use keywords search with the person's name instead of profileUrls
๐ง Troubleshooting
Common Issues & Solutions
| Issue | Cause | Solution |
|---|---|---|
| No posts found | Profile not indexed or private | Try keywords search with the person/company name |
| Timeout errors | Large request or slow network | Reduce limit, enable fetchDetails: true |
| Rate limited | Too many requests | Wait a few minutes, use residential proxies |
| Missing fields | fetchDetails: false | Set fetchDetails: true for full data |
| Invalid URL error | Malformed LinkedIn URL | Use full URL: https://www.linkedin.com/posts/... |
Understanding Empty Results
- Profile mode returns 0 posts: The profile may not have public posts indexed by search engines. Try
keywordssearch with the person's name instead. - Keywords return 0 posts: The search term may be too specific. Try broader keywords.
- Some posts missing data: LinkedIn pages may not include all metadata. This is normal.
Field Availability Notes
| Field | Notes |
|---|---|
numLikes = 0 | Could mean no likes OR data not available |
authorHeadline | Often empty - LinkedIn doesn't always expose this |
hashtags = [] | Post may not have hashtags |
images = [] | Post is text-only |
When to Use Each Mode
Keywords Mode โ Best for: Topic research, trending contentPost URL Mode โ Best for: Specific posts you already knowProfile Mode โ Best for: Company pages(OpenAI, Google, etc.)
Error Messages Explained
timeout after 90sโ Request took too long. Reduce batch size.rate limitedโ Too many requests. Wait and retry with proxies.not found (404)โ Post deleted or private.network errorโ Connection issue. Check proxy settings.
๐ Support
Having issues? Check the Issues tab or contact support.
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