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URL: https://apify.com/silentflow/linkedin-posts-scraper

โ‡ฑ Linkedin Posts Scraper ยท Apify


Pricing

$24.99/month + usage

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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.

Pricing

$24.99/month + usage

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๐Ÿ‘ SilentFlow

SilentFlow

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2 days ago

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๐Ÿ”ฅ 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! ๐ŸŒ๐Ÿ”

๐ŸŒŸ Features

  • ๐Ÿ”“ No Authentication: Works without LinkedIn cookies or login
  • ๐Ÿ” Multi Search Option: Search by keywords, post URLs, or profile/company URLs
  • ๐Ÿ“ˆ Engagement Metrics: Get likes, comments, shares, and more
  • ๐Ÿ‘ค Author Details: Full author info including name, headline, profile URL
  • โšก Zero Maintenance: No cookies to expire, auto user-agent rotation
  • ๐ŸŽฏ ~100% Success Rate: Advanced TLS fingerprinting and browser rotation

๐Ÿ’ก Use Cases

  • ๐Ÿ“Š Content Analysts: Analyze trending topics and viral posts
  • ๐Ÿ’ผ Marketers: Monitor brand mentions and competitor content
  • ๐ŸŽฏ Sales Teams: Find engaging content from prospects
  • ๐Ÿ”ฌ Researchers: Gather social media data for studies
  • ๐Ÿ“ฐ News Aggregators: Track industry announcements

๐Ÿš€ 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
}

โš™๏ธ Input Parameters

ParameterTypeDescriptionDefault
keywordsArraySearch terms (e.g., ["AI", "startup"])[]
postUrlsArrayDirect LinkedIn post URLs[]
profileUrlsArrayProfile or company URLs to get posts from[]
dateFilterEnumpast-24h, past-week, past-monthNone
limitIntegerMax posts per keyword/profile (1-100)10
fetchDetailsBooleanGet full details from LinkedIn (slower, more data)false
proxyObjectProxy configurationApify Residential

๐Ÿ“ค 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

FieldTypeAlways PresentNotes
postIdstringโœ…Unique post identifier
urlstringโœ…Full LinkedIn post URL
textstringโœ…Post content (may be truncated in Quick mode)
typestringโœ…text, image, or video
authorNamestringโœ…Author display name
authorProfileUrlstringโœ…Author's LinkedIn profile URL
authorProfileIdstringโœ…Author's LinkedIn ID
authorImagestringโš ๏ธAuthor avatar URL (may be null)
authorHeadlinestringโŒRarely available
postedAtstringโš ๏ธISO date (requires fetchDetails)
numLikesnumberโš ๏ธ0 = no likes OR not fetched
numCommentsnumberโš ๏ธ0 = no comments OR not fetched
numSharesnumberโš ๏ธUsually 0 (LinkedIn hides this)
imagesarrayโœ…Empty array if no images
hashtagsarrayโœ…Empty array if no hashtags
isRepostbooleanโœ…Whether post is a repost
isSponsoredbooleanโœ…Whether post is sponsored
scrapedAtstringโœ…When data was scraped

๐Ÿ“Š Data Availability by Mode

DataQuick ModeQuick + fetchDetailsPost URL Mode
Post URLโœ…โœ…โœ…
Text Previewโœ…โœ…โœ…
Full TextโŒโœ…โœ…
Author Nameโš ๏ธ From IDโœ…โœ…
Author HeadlineโŒโš ๏ธ Rareโš ๏ธ Rare
Author ImageโŒโœ…โœ…
Likes CountโŒโœ…โœ…
Comments CountโŒโœ…โœ…
Posted Dateโš ๏ธ Partialโœ…โœ…
HashtagsโŒโœ…โœ…
ImagesโŒโœ…โœ…

โš ๏ธ Note: Some posts may be private or deleted. Use fetchDetails: true for best data quality.

โšก Speed vs Data

ModeSpeedData
fetchDetails: false~150 posts/minBasic (URL, text preview)
fetchDetails: true~30-80 posts/minFull (all 18+ fields)

Recommendation: Use fetchDetails: true for best results.

โš ๏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

๐Ÿ’ก Tips for Best Results

  1. Use Residential Proxies: Essential for reliable results
  2. Enable fetchDetails: Gets complete post information
  3. Use dateFilter: Get recent posts only
  4. Start Small: Test with limit: 5 before scaling up
  5. Be Specific: More precise keywords = better results
  6. For Personal Profiles: Use keywords search with the person's name instead of profileUrls

๐Ÿ”ง Troubleshooting

Common Issues & Solutions

IssueCauseSolution
No posts foundProfile not indexed or privateTry keywords search with the person/company name
Timeout errorsLarge request or slow networkReduce limit, enable fetchDetails: true
Rate limitedToo many requestsWait a few minutes, use residential proxies
Missing fieldsfetchDetails: falseSet fetchDetails: true for full data
Invalid URL errorMalformed LinkedIn URLUse 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 keywords search 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

FieldNotes
numLikes = 0Could mean no likes OR data not available
authorHeadlineOften 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 content
Post URL Mode โ†’ Best for: Specific posts you already know
Profile Mode โ†’ Best for: Company pages(OpenAI, Google, etc.)

Error Messages Explained

  • timeout after 90s โ†’ Request took too long. Reduce batch size.
  • rate limited โ†’ Too many requests. Wait and retry with proxies.
  • not found (404) โ†’ Post deleted or private.
  • network error โ†’ Connection issue. Check proxy settings.

๐Ÿ“ž Support

Having issues? Check the Issues tab or contact support.


Made by SilentFlow

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