Scrape Google for LinkedIn Profiles in Seconds with n8n

Scrape Google for LinkedIn Profiles in Seconds with n8n

by Nate Herk

Applied Sciences & Engineering AI — News & Applications UYComputer scienceUYQArtificial intelligence (AI)
🎙 Nate Herk 👥 964K 📅 October 23, 2024 ⏱ 15 min 👁 26K 📄 tutorial 🧭 2026-08-28
Available in: English (current) Français

Keywords

n8nGoogle scrapingLinkedIn profilespaginationHTTP requests

Summary

The video demonstrates how to use n8n to scrape Google for LinkedIn profile URLs, addressing the limitation of only getting 10 results per search. Two workflows are presented: one using direct Google search HTTP requests with pagination, and another using Google Custom Search Engine (CSE) to avoid being blocked. The tutorial explains the structure of Google search URLs, including parameters like ‘q’ and ‘start’ for pagination. It shows how to set up a custom search engine and obtain an API key from Google Cloud. The presenter runs live demos, showing how to extract URLs from HTML responses and feed them into Google Sheets. He discusses the issue of receiving ’too many requests’ errors and suggests workarounds like using CSE or adding delays. The video concludes by explaining how to integrate the workflow with an AI agent for dynamic parameter filling.

140 words

Critical Evaluation

Value of the Information & Strength of the Argument

The video provides practical, actionable information for automating Google searches and extracting LinkedIn profiles. The argumentation is based on live demonstrations and personal experience, which adds credibility. However, it lacks a systematic comparison of methods or discussion of ethical/legal implications. The presenter acknowledges limitations and invites community input, which is a strength.

Scientific Rigor, Source Quality, Title Accuracy

The video does not cite formal sources, but references Google’s official services (Custom Search Engine, Google Cloud). The title accurately reflects the content. The tutorial is clear and well-structured, but the lack of citations and potential for misuse (scraping LinkedIn) are weaknesses.

109 words

Title / Content Match

The title accurately describes the content: using n8n to scrape Google for LinkedIn profiles.

Quality & Reliability

6/10

The video is a practical tutorial with live demonstrations, but lacks formal citations and scientific rigor. The methods are reproducible but not peer-reviewed.

Chapters

Cited Sources

  • n8n partner link — Affiliate link for n8n, the automation platform used in the tutorial.
  • Nate Herk's LinkedIn — Presenter's LinkedIn profile.
  • Skool community — Community for workflow sharing.
  • Background music — Music used in the video.
  • Watch next video — Related video by the same author.

Concurring Sources

Contribution & Novelties

The video offers a practical solution to a common limitation in web scraping: pagination. It demonstrates two approaches and highlights the trade-offs. The ‘Pour aller plus loin’ section suggests exploring more advanced techniques and ethical considerations.

Pour aller plus loin :

83 words

Radar Profile

The radar profile shows moderate scores across all dimensions, with slightly higher scores in information quantity and technical level, reflecting the tutorial's practical nature but limited depth and rigor.

Reliability 5/10

💬 No comments were provided for analysis.