LinkedIn Company Deep Scraper

A powerful scraper that extracts comprehensive company data from LinkedIn company pages using authenticated access. Built with Apify SDK and Python, this tool provides structured business intelligence data.

Features

• Detailed company information extraction
• Proxy rotation and rate limiting handling
• Cookie-based authentication
• Structured JSON output
• Multiple URL processing
• Error handling and validation

if you are looking no cookies solution try this

Data Points Extracted

Field	Description
Company Profile	Name, URL, description, industry, type
Contact Details	Address, phone, website, headquarters
Business Metrics	Employee count, follower count, founding year
Visual Assets	Company logo URLs
Network Data	Similar companies, affiliated pages
Geographic Data	Office locations worldwide
Company Details	Specialties, size range, public/private status

Input Schema

The actor accepts an array of LinkedIn company URLs and cookie data for authentication.

Example input:

1{
2    "urls": [
3        "https://www.linkedin.com/company/microsoft",
4        "https://www.linkedin.com/company/apple"
5    ],
6    "cookies": [
7        {
8            "name": "li_at",
9            "value": "YOUR_COOKIE_VALUE"
10        }
11    ]
12}

How to get linkedin cookies ?

Cookies are used to authorize the actor with linkedin

Follow these steps to get the cookies:

1. Install Edit Cookie chrome extension
2. Login to your linkedin account
3. Click on the extension and export the linkedin cookies
4. Paste the copied contents inside cookies input field

Example input:

1{
2    "urls": [
3        "https://www.linkedin.com/company/paperweight",
4        "https://www.linkedin.com/company/apple"
5    ],
6    "cookies": [
7        {
8            "name": "li_at",
9            "value": "YOUR_COOKIE_VALUE"
10        }
11    ]
12}

Usage

• Set up your LinkedIn cookies for authentication
• Provide company URLs to scrape
• Run the actor
• Receive structured JSON data output

Sample Output

1[
2    {
3        "name": "Paperweight Office Supplies",
4        "url": "https://www.linkedin.com/company/paperweight/",
5        "mainAddress": {
6            "type": "PostalAddress",
7            "streetAddress": "2 Main Street",
8            "addressLocality": "Malahide",
9            "addressRegion": "Co Dublin",
10            "postalCode": null,
11            "addressCountry": "IE"
12        },
13        "description": "Online Site\n\nOur online site features over 8,000 of the most popular office and computer products available today, all ready to deliver nationwide, from the central warehouse, with most orders fulfilled within 24 - 48 hours.\nWe have only listed the most popular products, which we have chosen carefully to save you time. If the product or brand you require is not on the site, please contact us and we should be able to add it to the site for you.\n\n\nRetail Shop\n\nOur retail shop, based on the Main Street in Malahide village has traded successfully since 1984 serving greater Dublin, including Malahide, Portmarnock, Swords and the Fingal area.\nWe pride ourselves on our ability to source a complete and extensive range of Office and Computer Supplies on behalf of our business and retail customers.\n\nIn store we provide a large range of services including Printing, Copying, Scanning, Laminating, Binding and bespoke Rubber Stamps. Drop in or call for more details.",
14        "numberOfEmployees": 2,
15        "logo": {
16            "contentUrl": "https://media.licdn.com/dms/image/v2/C4E0BAQHSqGJoh4yUWg/company-logo_200_200/company-logo_200_200/0/1631341786178?e=1739404800&v=beta&t=5IP_bTVDRYVp1QWEewKJVFwSQrUa2MkYIRDEXxBFnKM",
17            "description": "Paperweight Office Supplies",
18            "@type": "ImageObject"
19        },
20        "website": "https://www.paperweight.ie",
21        "Industry": "Business Supplies & Equipment",
22        "Company size": "2-10 employees",
23        "Headquarters": "2 Main Street, Malahide, IE",
24        "Type": "Public Company",
25        "Specialties": [],
26        "FollowersCount": 93,
27        "phone": "018453393",
28        "founded_year": 1986,
29        "addresses": [
30            {
31                "_type": "com.linkedin.voyager.dash.organization.LocationGroup",
32                "localizedName": "Malahide",
33                "locations": [
34                    {
35                        "streetAddressOptOut": false,
36                        "_type": "com.linkedin.voyager.dash.organization.Location",
37                        "description": null,
38                        "address": {
39                            "country": "IE",
40                            "geographicArea": "Co Dublin",
41                            "city": "Malahide",
42                            "postalCode": null,
43                            "_type": "com.linkedin.common.Address",
44                            "_recipeType": "com.linkedin.ba7a55dcae9c7be6b47ea446c81b19d1",
45                            "line2": null,
46                            "line1": "2 Main Street"
47                        },
48                        "_recipeType": "com.linkedin.9df4ee7a995e07cc18231cffa941c076",
49                        "headquarter": true
50                    }
51                ],
52                "_recipeType": "com.linkedin.5265ed13506c2808c4ec469dec100a31",
53                "latLong": {
54                    "_type": "com.linkedin.common.LatLong",
55                    "_recipeType": "com.linkedin.dfcebce83f0f0fced93b4f813999a61c",
56                    "latitude": 53.427185,
57                    "longitude": -6.244215
58                }
59            }
60        ],
61        "affiliatedPages": [],
62        "similarPages": [
63            {
64                "name": "Greenwing Technology, Inc.",
65                "industry": "Computer Software",
66                "address": "Newark, Delaware",
67                "linkedinUrl": "https://www.linkedin.com/company/greenwing-technology-inc-"
68            },
69            {
70                "name": "Banner Management Consulting",
71                "industry": "Management Consulting",
72                "address": "Lexington, Kentucky",
73                "linkedinUrl": "https://www.linkedin.com/company/banner-management-consulting"
74            },
75            {
76                "name": "The Honest Company",
77                "industry": "Consumer Goods",
78                "address": "Los Angeles, CA",
79                "linkedinUrl": "https://www.linkedin.com/company/the-honest-company"
80            }
81        ]
82    }
83]

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