Linkedin Profile Scraper

🚀 Scrape LinkedIn User Profile Details

Easily extract comprehensive LinkedIn profile data, including name, headline, industry, location, experience, education, skills, certifications, and more. This tool automates LinkedIn data collection for lead generation, recruiting, research, and competitive analysis.

🔥 Features

• Scrapes full LinkedIn profiles (name, headline, location, industry, and summary)
• Extracts work experience, including job titles, company names, and durations
• Retrieves education history, including degrees and institutions
• Collects certifications and skills
• Captures profile picture URL
• Supports bulk scraping for multiple LinkedIn profiles

📌 Use Cases

• Lead Generation: Collect potential clients' or partners' LinkedIn data for outreach
• Recruitment: Scrape candidate details for hiring and talent acquisition
• Market Research: Analyze competitor profiles and industry trends
• Sales & Networking: Build personalized outreach lists for sales teams

🛠️ How It Works

1. Input LinkedIn URLs – Provide a list of LinkedIn profile links
2. Run the Scraper – The tool navigates profiles and extracts data
3. Get JSON/CSV Output – Download structured profile information

⚡ Why Use This Scraper?

• Time-Saving: Automates profile data collection
• Accurate & Up-to-Date: Fetches real-time LinkedIn data
• Scalable: Works with single profiles or bulk LinkedIn URLs
• Easy Integration: Use the extracted data in your CRM, ATS, or marketing tools

📋 Output Data Format

The scraped data includes:

• firstName, lastName, headline, locationName, industryName
• summary, profile_id, public_id, displayPictureUrl
• experience: Job title, company, start/end dates
• education: Degree, university, years attended
• skills and certifications

Example Input

"https://www.linkedin.com/in/johndoe"

Example Output

1[
2  {
3    "summary": "Enthusiastic full stack developer with a degree in computer engineering. Experienced in designing and developing web and mobile applications, including projects for banks with thousands of users. Passionate about integrating machine learning and AI into software. Committed to continuous learning and delivering high-quality solutions, bringing strong problem-solving and collaboration skills to dynamic teams.",
4    "industryName": "Computer Software",
5    "lastName": "Mesfin",
6    "locationName": "Ethiopia",
7    "student": false,
8    "geoCountryName": "Ethiopia",
9    "geoCountryUrn": "urn:li:fs_geo:100212432",
10    "geoLocationBackfilled": false,
11    "elt": false,
12    "industryUrn": "urn:li:fs_industry:4",
13    "firstName": "Daniel",
14    "entityUrn": "urn:li:fs_profile:ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94",
15    "geoLocation": {
16      "geoUrn": "urn:li:fs_geo:103636250"
17    },
18    "geoLocationName": "Addis Ababa",
19    "location": {
20      "basicLocation": {
21        "countryCode": "et"
22      }
23    },
24    "headline": "Software Engineer at Arez Armada | Fullstack developer | ML Engineer",
25    "displayPictureUrl": "https://media.licdn.com/dms/image/D4D03AQGTegeVUIZqaA/profile-displayphoto-shrink_",
26    "img_100_100": "100_100/0/1702538073848?e=1725494400&v=beta&t=1zsxTQ5-_Ph11BmQxCmUEYLTn64yT_LRM2OxOAh90UQ",
27    "img_200_200": "200_200/0/1702538073848?e=1725494400&v=beta&t=44wCPKad8oj6D2kyU2ip-RDLMGVmBGwW0N-3ZrQuyd4",
28    "img_400_400": "400_400/0/1702538073848?e=1725494400&v=beta&t=IBsfw1_dmYj-3ZurKqej-LVclwr5PtU2xMpJjIAGKPk",
29    "img_576_576": "800_800/0/1702538073848?e=1725494400&v=beta&t=Y8Pv17xavih4U4okrzEDtj9uw024NWt6_tUHWrDCcts",
30    "profile_id": "ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94",
31    "profile_urn": "urn:li:fs_miniProfile:ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94",
32    "member_urn": "urn:li:member:890710496",
33    "public_id": "danielmesfin",
34    "experience": [
35      {
36        "locationName": "United States",
37        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2337455461)",
38        "geoLocationName": "United States",
39        "geoUrn": "urn:li:fs_geo:103644278",
40        "companyName": "Arez Armada",
41        "timePeriod": {
42          "startDate": {
43            "month": 12,
44            "year": 2023
45          }
46        },
47        "company": {
48          "employeeCountRange": {
49            "start": 51,
50            "end": 200
51          },
52          "industries": [
53            "Computer Software"
54          ]
55        },
56        "title": "Project Manager",
57        "region": "urn:li:fs_region:(us,0)",
58        "companyUrn": "urn:li:fs_miniCompany:98911981",
59        "companyLogoUrl": "https://media.licdn.com/dms/image/D4E0BAQF8zchtb1Damw/company-logo_"
60      },
61      {
62        "locationName": "United States",
63        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2275726909)",
64        "geoLocationName": "United States",
65        "geoUrn": "urn:li:fs_geo:103644278",
66        "companyName": "Arez Armada",
67        "timePeriod": {
68          "startDate": {
69            "month": 10,
70            "year": 2023
71          }
72        },
73        "company": {
74          "employeeCountRange": {
75            "start": 51,
76            "end": 200
77          },
78          "industries": [
79            "Computer Software"
80          ]
81        },
82        "title": "Software Engineer",
83        "region": "urn:li:fs_region:(us,0)",
84        "companyUrn": "urn:li:fs_miniCompany:98911981",
85        "companyLogoUrl": "https://media.licdn.com/dms/image/D4E0BAQF8zchtb1Damw/company-logo_"
86      },
87      {
88        "locationName": "Addis Ababa, Ethiopia",
89        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2153677865)",
90        "geoLocationName": "Addis Ababa, Ethiopia",
91        "geoUrn": "urn:li:fs_geo:103636250",
92        "companyName": "Minnovation",
93        "timePeriod": {
94          "endDate": {
95            "month": 2,
96            "year": 2024
97          },
98          "startDate": {
99            "month": 4,
100            "year": 2023
101          }
102        },
103        "company": {
104          "employeeCountRange": {
105            "start": 51,
106            "end": 200
107          },
108          "industries": [
109            "Consumer Electronics"
110          ]
111        },
112        "title": "Software Engineer",
113        "region": "urn:li:fs_region:(et,0)",
114        "companyUrn": "urn:li:fs_miniCompany:89554331",
115        "companyLogoUrl": "https://media.licdn.com/dms/image/D560BAQGgAqkGUpxBYA/company-logo_"
116      },
117      {
118        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,2146092421)",
119        "companyName": "UnitCodex",
120        "timePeriod": {
121          "endDate": {
122            "month": 3,
123            "year": 2023
124          },
125          "startDate": {
126            "month": 1,
127            "year": 2023
128          }
129        },
130        "title": "Full Stack Web App Developer"
131      },
132      {
133        "locationName": "Addis Ababa",
134        "entityUrn": "urn:li:fs_position:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,1936768320)",
135        "geoLocationName": "Addis Ababa",
136        "companyName": "EagleLion System Technology",
137        "timePeriod": {
138          "endDate": {
139            "month": 1,
140            "year": 2023
141          },
142          "startDate": {
143            "month": 3,
144            "year": 2022
145          }
146        },
147        "company": {
148          "employeeCountRange": {
149            "start": 11,
150            "end": 50
151          },
152          "industries": [
153            "Information Technology and Services"
154          ]
155        },
156        "title": "Frontend Developer",
157        "companyUrn": "urn:li:fs_miniCompany:79709708",
158        "companyLogoUrl": "https://media.licdn.com/dms/image/C4D0BAQHpegS0uq8nLg/company-logo_"
159      }
160    ],
161    "education": [
162      {
163        "entityUrn": "urn:li:fs_education:(ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94,715039316)",
164        "school": {
165          "objectUrn": "urn:li:school:12265",
166          "entityUrn": "urn:li:fs_miniSchool:12265",
167          "active": true,
168          "schoolName": "Addis Ababa University",
169          "trackingId": "PDfi55x6S5+uQqp6UVwb3A==",
170          "logoUrl": "https://media.licdn.com/dms/image/C4E0BAQFzFF_6HzIPow/company-logo_"
171        },
172        "timePeriod": {
173          "endDate": {
174            "year": 2023
175          },
176          "startDate": {
177            "year": 2019
178          }
179        },
180        "degreeName": "Electrical Engineering",
181        "schoolName": "Addis Ababa University",
182        "fieldOfStudy": "Computer Engineering",
183        "schoolUrn": "urn:li:fs_miniSchool:12265"
184      }
185    ],
186    "languages": [],
187    "publications": [],
188    "certifications": [
189      {
190        "authority": "NVIDIA",
191        "name": "Getting Started with Deep Learning",
192        "timePeriod": {
193          "startDate": {
194            "month": 8,
195            "year": 2022
196          }
197        },
198        "licenseNumber": "35e66496eec64fb6a3163cceaf20a738",
199        "company": {
200          "objectUrn": "urn:li:company:3608",
201          "entityUrn": "urn:li:fs_miniCompany:3608",
202          "name": "NVIDIA",
203          "showcase": false,
204          "active": true,
205          "logo": {
206            "com.linkedin.common.VectorImage": {
207              "artifacts": [
208                {
209                  "width": 200,
210                  "fileIdentifyingUrlPathSegment": "200_200/0/1630584931971/nvidia_logo?e=1727913600&v=beta&t=xsinjTZsYh6Ykg5MYhqm5y_P0L1Xo_6vFinX68vTNZY",
211                  "expiresAt": 1727913600000,
212                  "height": 200
213                },
214                {
215                  "width": 100,
216                  "fileIdentifyingUrlPathSegment": "100_100/0/1630584931971/nvidia_logo?e=1727913600&v=beta&t=8dbH6Sk5QevOHGzuDjHSTht7si-TRbgJNVB13I269uk",
217                  "expiresAt": 1727913600000,
218                  "height": 100
219                },
220                {
221                  "width": 400,
222                  "fileIdentifyingUrlPathSegment": "400_400/0/1630584931971/nvidia_logo?e=1727913600&v=beta&t=5UWk9I20l8Wh97Em3GEfkOXBj-6WF3lQoHz-HGQdkqU",
223                  "expiresAt": 1727913600000,
224                  "height": 400
225                }
226              ],
227              "rootUrl": "https://media.licdn.com/dms/image/C560BAQFDs6GbpvE3zA/company-logo_"
228            }
229          },
230          "universalName": "nvidia",
231          "dashCompanyUrn": "urn:li:fsd_company:3608",
232          "trackingId": "hCfwdL2STsOARP0rOxHFXw=="
233        },
234        "displaySource": "nvidia.com",
235        "companyUrn": "urn:li:fs_miniCompany:3608",
236        "url": "https://courses.nvidia.com/certificates/35e66496eec64fb6a3163cceaf20a738/"
237      },
238      {
239        "authority": "NVIDIA",
240        "name": "Building Real-Time Video AI Applications",
241        "timePeriod": {
242          "startDate": {
243            "month": 9,
244            "year": 2022
245          }
246        },
247        "licenseNumber": "f44c2824a7664c09941a1d507871765d",
248        "company": {
249          "objectUrn": "urn:li:company:3608",
250          "entityUrn": "urn:li:fs_miniCompany:3608",
251          "name": "NVIDIA",
252          "showcase": false,
253          "active": true,
254          "logo": {
255            "com.linkedin.common.VectorImage": {
256              "artifacts": [
257                {
258                  "width": 200,
259                  "fileIdentifyingUrlPathSegment": "200_200/0/1630584931971/nvidia_logo?e=1727913600&v=beta&t=xsinjTZsYh6Ykg5MYhqm5y_P0L1Xo_6vFinX68vTNZY",
260                  "expiresAt": 1727913600000,
261                  "height": 200
262                },
263                {
264                  "width": 100,
265                  "fileIdentifyingUrlPathSegment": "100_100/0/1630584931971/nvidia_logo?e=1727913600&v=beta&t=8dbH6Sk5QevOHGzuDjHSTht7si-TRbgJNVB13I269uk",
266                  "expiresAt": 1727913600000,
267                  "height": 100
268                },
269                {
270                  "width": 400,
271                  "fileIdentifyingUrlPathSegment": "400_400/0/1630584931971/nvidia_logo?e=1727913600&v=beta&t=5UWk9I20l8Wh97Em3GEfkOXBj-6WF3lQoHz-HGQdkqU",
272                  "expiresAt": 1727913600000,
273                  "height": 400
274                }
275              ],
276              "rootUrl": "https://media.licdn.com/dms/image/C560BAQFDs6GbpvE3zA/company-logo_"
277            }
278          },
279          "universalName": "nvidia",
280          "dashCompanyUrn": "urn:li:fsd_company:3608",
281          "trackingId": "bv/zKF7MQaSIsazVL3fqmA=="
282        },
283        "displaySource": "nvidia.com",
284        "companyUrn": "urn:li:fs_miniCompany:3608",
285        "url": "https://courses.nvidia.com/certificates/f44c2824a7664c09941a1d507871765d/"
286      },
287      {
288        "authority": "Sololearn",
289        "name": "JavaScript Specialist Certification",
290        "timePeriod": {
291          "startDate": {
292            "month": 5,
293            "year": 2020
294          }
295        },
296        "licenseNumber": "CT-STSGSKV6",
297        "company": {
298          "objectUrn": "urn:li:company:9435690",
299          "entityUrn": "urn:li:fs_miniCompany:9435690",
300          "name": "Sololearn",
301          "showcase": false,
302          "active": true,
303          "logo": {
304            "com.linkedin.common.VectorImage": {
305              "artifacts": [
306                {
307                  "width": 200,
308                  "fileIdentifyingUrlPathSegment": "200_200/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=TYBYafzCeKEhVNozU7-AOLFLJZPj3ewrYPuNHnBnl3k",
309                  "expiresAt": 1727913600000,
310                  "height": 200
311                },
312                {
313                  "width": 100,
314                  "fileIdentifyingUrlPathSegment": "100_100/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=1NlH0TPCdUqpwQkOQkc2Tv3wNUdduyvVBrRSoQgTNdQ",
315                  "expiresAt": 1727913600000,
316                  "height": 100
317                },
318                {
319                  "width": 400,
320                  "fileIdentifyingUrlPathSegment": "400_400/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=rpygyNIjnRSBMq8VE8RUmw2t15j6_oSIFmpd0YGr8Vo",
321                  "expiresAt": 1727913600000,
322                  "height": 400
323                }
324              ],
325              "rootUrl": "https://media.licdn.com/dms/image/C4D0BAQHER-dvTqh2tA/company-logo_"
326            }
327          },
328          "universalName": "sololearn-inc-",
329          "dashCompanyUrn": "urn:li:fsd_company:9435690",
330          "trackingId": "2B30PXCtTh238F+XXxrj5g=="
331        },
332        "displaySource": "sololearn.com",
333        "companyUrn": "urn:li:fs_miniCompany:9435690",
334        "url": "https://www.sololearn.com/certificates/CT-STSGSKV6"
335      },
336      {
337        "authority": "Sololearn",
338        "name": "PHP",
339        "timePeriod": {
340          "startDate": {
341            "month": 3,
342            "year": 2021
343          }
344        },
345        "licenseNumber": "CT-SSKK6NFE",
346        "company": {
347          "objectUrn": "urn:li:company:9435690",
348          "entityUrn": "urn:li:fs_miniCompany:9435690",
349          "name": "Sololearn",
350          "showcase": false,
351          "active": true,
352          "logo": {
353            "com.linkedin.common.VectorImage": {
354              "artifacts": [
355                {
356                  "width": 200,
357                  "fileIdentifyingUrlPathSegment": "200_200/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=TYBYafzCeKEhVNozU7-AOLFLJZPj3ewrYPuNHnBnl3k",
358                  "expiresAt": 1727913600000,
359                  "height": 200
360                },
361                {
362                  "width": 100,
363                  "fileIdentifyingUrlPathSegment": "100_100/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=1NlH0TPCdUqpwQkOQkc2Tv3wNUdduyvVBrRSoQgTNdQ",
364                  "expiresAt": 1727913600000,
365                  "height": 100
366                },
367                {
368                  "width": 400,
369                  "fileIdentifyingUrlPathSegment": "400_400/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=rpygyNIjnRSBMq8VE8RUmw2t15j6_oSIFmpd0YGr8Vo",
370                  "expiresAt": 1727913600000,
371                  "height": 400
372                }
373              ],
374              "rootUrl": "https://media.licdn.com/dms/image/C4D0BAQHER-dvTqh2tA/company-logo_"
375            }
376          },
377          "universalName": "sololearn-inc-",
378          "dashCompanyUrn": "urn:li:fsd_company:9435690",
379          "trackingId": "UVOGWZn1TXGt4oKw3MmIGw=="
380        },
381        "displaySource": "sololearn.com",
382        "companyUrn": "urn:li:fs_miniCompany:9435690",
383        "url": "https://www.sololearn.com/certificates/CT-SSKK6NFE"
384      },
385      {
386        "authority": "Sololearn",
387        "name": "HTML",
388        "timePeriod": {
389          "startDate": {
390            "month": 11,
391            "year": 2019
392          }
393        },
394        "licenseNumber": "CT-ULXCNDLY",
395        "company": {
396          "objectUrn": "urn:li:company:9435690",
397          "entityUrn": "urn:li:fs_miniCompany:9435690",
398          "name": "Sololearn",
399          "showcase": false,
400          "active": true,
401          "logo": {
402            "com.linkedin.common.VectorImage": {
403              "artifacts": [
404                {
405                  "width": 200,
406                  "fileIdentifyingUrlPathSegment": "200_200/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=TYBYafzCeKEhVNozU7-AOLFLJZPj3ewrYPuNHnBnl3k",
407                  "expiresAt": 1727913600000,
408                  "height": 200
409                },
410                {
411                  "width": 100,
412                  "fileIdentifyingUrlPathSegment": "100_100/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=1NlH0TPCdUqpwQkOQkc2Tv3wNUdduyvVBrRSoQgTNdQ",
413                  "expiresAt": 1727913600000,
414                  "height": 100
415                },
416                {
417                  "width": 400,
418                  "fileIdentifyingUrlPathSegment": "400_400/0/1630576160230/sololearn_inc__logo?e=1727913600&v=beta&t=rpygyNIjnRSBMq8VE8RUmw2t15j6_oSIFmpd0YGr8Vo",
419                  "expiresAt": 1727913600000,
420                  "height": 400
421                }
422              ],
423              "rootUrl": "https://media.licdn.com/dms/image/C4D0BAQHER-dvTqh2tA/company-logo_"
424            }
425          },
426          "universalName": "sololearn-inc-",
427          "dashCompanyUrn": "urn:li:fsd_company:9435690",
428          "trackingId": "g5ejumSxR6K5zhHylwh/BQ=="
429        },
430        "displaySource": "sololearn.com",
431        "companyUrn": "urn:li:fs_miniCompany:9435690",
432        "url": "https://www.sololearn.com/certificates/CT-ULXCNDLY"
433      },
434      {
435        "authority": "Coursera",
436        "name": "Build a website with WordPress",
437        "timePeriod": {
438          "startDate": {
439            "month": 12,
440            "year": 2023
441          }
442        },
443        "company": {
444          "objectUrn": "urn:li:company:2453129",
445          "entityUrn": "urn:li:fs_miniCompany:2453129",
446          "name": "Coursera",
447          "showcase": false,
448          "active": true,
449          "logo": {
450            "com.linkedin.common.VectorImage": {
451              "artifacts": [
452                {
453                  "width": 200,
454                  "fileIdentifyingUrlPathSegment": "200_200/0/1630530042036/coursera_logo?e=1727913600&v=beta&t=zQNoKhQ0wTDjgiZX6soFiJSn1smQNrW3ZDZzmKGAcFE",
455                  "expiresAt": 1727913600000,
456                  "height": 200
457                },
458                {
459                  "width": 100,
460                  "fileIdentifyingUrlPathSegment": "100_100/0/1630530042036/coursera_logo?e=1727913600&v=beta&t=ReZIycyQFcy9TUdbz1JtInol_WVWUDMpzxGnztvDOVg",
461                  "expiresAt": 1727913600000,
462                  "height": 100
463                },
464                {
465                  "width": 400,
466                  "fileIdentifyingUrlPathSegment": "400_400/0/1630530042036/coursera_logo?e=1727913600&v=beta&t=KwR1gk6n24RAKBuhqAZ0CI9T-pykBYTQqv8Csfm-A6o",
467                  "expiresAt": 1727913600000,
468                  "height": 400
469                }
470              ],
471              "rootUrl": "https://media.licdn.com/dms/image/C4D0BAQGexnfBxeEG-g/company-logo_"
472            }
473          },
474          "universalName": "coursera",
475          "dashCompanyUrn": "urn:li:fsd_company:2453129",
476          "trackingId": "omx97TCLTMulUIwfOA+aMg=="
477        },
478        "displaySource": "coursera.org",
479        "companyUrn": "urn:li:fs_miniCompany:2453129",
480        "url": "https://coursera.org/share/bed13da36f138a1a26635d3b3a10b2ec"
481      }
482    ],
483    "volunteer": [],
484    "honors": [],
485    "projects": [],
486    "skills": [
487      {
488        "name": "Google Cloud Platform (GCP)"
489      },
490      {
491        "name": "Next.js"
492      },
493      {
494        "name": "Cross-functional Team Leadership"
495      },
496      {
497        "name": "Event Planning"
498      }
499    ],
500    "urn_id": "ACoAADUXKeABxR-S4T48uTvHl7SxLnNRWUJdU94"
501  }
502]

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📝 Disclaimer

This tool must be used in compliance with LinkedIn’s terms of service. Scraping LinkedIn without proper permissions may result in restrictions on your account.

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LinkedIn Company Scraper	Extracts comprehensive company data from LinkedIn, including name, description, industry, size, headquarters, and more.	Market research, competitor analysis, business intelligence.	View Scraper
Google Maps Scraper	Gathers business information from Google Maps, such as name, address, phone number, website, ratings, and opening hours.	Local business data collection, lead generation, market analysis.	View Scraper
Amazon Search Scraper	Extracts product listings from Amazon search results, including titles, prices, ratings, review counts, and product URLs.	E-commerce research, price comparison, product analysis.	View Scraper
Extract Emails From Any Website	An advanced tool for extracting email addresses from websites, including JavaScript-rendered pages.	Contact collection, lead generation, web scraping.	View Scraper

🔑 Keywords

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