AI-Powered Web Scraping & Screenshots with GPT-4o mini & Firecrawl

Automates web scraping and full-page screenshots using natural language prompts converted by GPT-4o mini into Firecrawl API queries. Ideal for lead data extraction without coding.

n8n
AI-Powered Web Scraping & Screenshots with GPT-4o mini & Firecrawl

This workflow leverages GPT-4o mini to transform natural language inputs into precise Firecrawl search queries, enabling no-code web scraping and screenshot capture. Users input prompts like 'Find AI automation pages on YouTube (exclude Shorts)', and the AI generates optimized queries (e.g., 'intitle:AI automation site:youtube.com -shorts'). Firecrawl then scrapes results, delivering titles, links, content, metadata, and high-quality full-page screenshots.

Key features include specialized nodes for site-specific searches (e.g., 'site:www.geeky-gadgets.com'), URL-pattern matching (e.g., 'inurl:skool'), and exclusions to refine results. Outputs are structured JSON for easy integration into CRMs or databases, saving hours of manual research.

Benefits: Effortless data collection for sales leads, competitor analysis, or content discovery; visual screenshots aid verification; scalable with API limits. Use cases in CRM sales include nurturing leads by scraping prospect sites, YouTube channels, or forums for contact info and insights, streamlining pipeline building.

$14.99
Last updated October 3, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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