Linkedin Products Scraper

What does LinkedIn Products Scraper do?

LinkedIn Products Scraper extracts structured product data from LinkedIn Products public pages. Use it to collect product names, categories, vendor pages, descriptions, intended roles, featured customers, media labels, product URLs, and related products from LinkedIn's software and business product directory.

Why scrape LinkedIn Products?

• Market research — Map competitors and vendors across software categories.
• Lead enrichment — Add product, company, and category context to CRM records.
• Category monitoring — Track products in niches such as CRM, recruiting, payroll, analytics, and online learning.
• Product intelligence — Export LinkedIn product profile data to JSON, CSV, Excel, or API workflows.

What data can you extract from LinkedIn Products?

Field	Description
productName	Product name shown on LinkedIn
productUrl / productSlug	Public LinkedIn Products profile URL and slug
category / categoryUrl	Product category and category page URL
companyName / companyUrl	Vendor name and LinkedIn company URL
description	Product description from the About section
intendedFor	Roles the product is intended for
websiteUrl	Public learn-more or vendor landing page URL
logoUrl / coverImageUrl	Product logo and cover image URLs
mediaTitles	Public media titles or labels
featuredCustomers	Customer names, industries, follower counts, and company URLs
similarProducts	Related product references from the detail page
otherProductsByCompany	Other products published by the same company
sourceUrl / sourceType	Input URL or generated query that discovered the product

How to scrape LinkedIn Products

1. Open the Actor in Apify Console.
2. Add LinkedIn Products URLs such as https://www.linkedin.com/products/categories/recruiting-software, https://www.linkedin.com/products/search/?q=crm, or a product detail URL.
3. Optionally add search queries or category slugs.
4. Set Maximum products per input.
5. Run the Actor and export the dataset.

Input

LinkedIn Products Scraper accepts:

• Start URLs — home, category, search, or product detail URLs.
• Search queries — keywords such as crm, payroll, or analytics.
• Category slugs — values such as recruiting-software or customer-relationship-management-software.
• Maximum products per input — per input URL/query/category.
• Proxy configuration — optional; default is no Apify Proxy.

If no URLs, queries, or category slugs are provided, the scraper starts from https://www.linkedin.com/products/.

Output example

{
  "productName": "LinkedIn Recruiter",
  "productSlug": "linkedin-recruiter",
  "productUrl": "https://www.linkedin.com/products/linkedin-recruiter/",
  "category": "Recruiting Software",
  "categoryUrl": "https://www.linkedin.com/products/categories/recruiting-software",
  "companyName": "LinkedIn",
  "companyUrl": "https://www.linkedin.com/company/linkedin/",
  "description": "Linkedin Recruiter is a robust hiring platform for hiring professionals...",
  "intendedFor": ["Recruiter", "Human Resources Executive"],
  "websiteUrl": "https://business.linkedin.com/talent-solutions/recruiter?src=li-rev-prod",
  "featuredCustomers": [
    {
      "name": "Dropbox",
      "companyUrl": "https://www.linkedin.com/company/dropbox",
      "industry": "Software Development",
      "followers": "3,000,000 followers"
    }
  ],
  "sourceType": "category",
  "sourceValue": "recruiting-software"
}

FAQ

Which URLs are supported?
The scraper supports LinkedIn Products home, category, search, and product detail URLs under https://www.linkedin.com/products/.

Does it need a browser?
No. LinkedIn Products public pages expose the relevant directory data in the initial HTML, so this Actor uses an HTTP crawler for lower cost.

How much does scraping LinkedIn Products cost?
The Actor uses Cheerio-based HTTP scraping and does not enable a proxy by default, keeping small category or search runs inexpensive.

Image Credit

Image credit: linkedin.com