Scrape any web page into structured JSON data with ScrapeNinja and AI
Disclaimer: This template only works on self-hosted for now, as it uses a community node. Use Case Web scrapers often break due to web page layout changes. This workflow attempts to mitigate this problem by auto-generating web scraping data extractor code via LLM. How It Works This workflow leverages ScrapeNinja n8n community node to: - scrape webpage HTML, - feed it into LLM (Google Gemini) and ask to write a JS extractor function code, then it - executes the written JS extractor against scr
At a glance
Scrape any web page into structured JSON data with ScrapeNinja and AI is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Gemini. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Gemini
- Modules
- 6
- Price
- Free
- Version
- v1.0

About this workflow
Disclaimer: This template only works on self-hosted for now, as it uses a community node. Use Case Web scrapers often break due to web page layout changes. This workflow attempts to mitigate this problem by auto-generating web scraping data extractor code via LLM. How It Works This workflow leverages ScrapeNinja n8n community node to: - scrape webpage HTML, - feed it into LLM (Google Gemini) and ask to write a JS extractor function code, then it - executes the written JS extractor against scraped HTML to extract useful data from webpage (the code is safely executed in a sandbox) Installation To install ScrapeNinja n8n node, in your self-hosted instance, go to Settings -> Community nodes, enter "n8n-nodes-scrapeninja", and install. Make sure you are using at least v0.3.0. See this in action:
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
Related N8n workflows
Daily RSS feed summarizer with Gemini AI to Slack with X sharing option
Google Maps business scraper & lead enricher with Bright Data & Google Gemini
Generate custom logos from websites using OpenAI and Gemini
Convert Fathom meeting transcripts to formatted Google Docs with AI summaries
Digest and analyse YouTube videos with Apify and Gemini Pro
Customer support WhatsApp bot with Google Docs knowledge base and Gemini AI
Analyze market demand using GPT-4o, XPOZ MCP, Notion and email reports
Convert LLM output into rich Telegram messages — Auto-Media & smart chunking
Reviews
No reviews yet
Be the first to buy and share your experience.
Leave a review
Sign in to share your experience with this workflow.
Create a free account to purchase workflows.
- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
Need help setting this up?
Book a 3-hour live setup session with an Agility consultant.
- Configure live on Google Meet / Zoom
- Free follow-up if workflow has defects
- Platform expert assigned to you