Templates / Automate Real Estate Listing Scraper 🏠🤖 with ScrapeGraph AI and Google Sheets

Automate Real Estate Listing Scraper 🏠🤖 with ScrapeGraph AI and Google Sheets

Unknown

by Davide Boizza ✓ · 876 views · created 2026-02-24 · Market Research, AI Summarization

Unknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 16 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model, Google Sheets and Scrapegraphai (community).

How it runs

Trigger: Manually, when you click “Execute workflow”.

Set params (Edit Fields (Set)): sets 3 fields: url, max_pages, page_format_value
Generate Urls (Code): runs custom JavaScript code
Split Out: splits a list into separate items
Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
Aggregate: combines items into one
Scrape listings (Scrapegraph Ai): uses Scrapegraph Ai
Unified (Code): runs custom JavaScript code
Extract individual URL (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
Split Out: splits a list into separate items
Wait: waits 10 seconds

…plus 4 more steps. See the full node list below.

Services it uses

Google Gemini Chat Model Google SheetsScrapegraphai (community)

Scraping pages by hand? Firecrawl is a simpler option (10% off for new users).

Before you upgrade to n8n 3.0

We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).

Check that n8n-nodes-scrapegraphai is verified or supports 3.0 (used in Scrape listings, Extract data).

Nodes used (12)

Manual Triggern8n-nodes-base.manualTrigger
Loop Over Items (Split in Batches)n8n-nodes-base.splitInBatches
Split Outn8n-nodes-base.splitOut
Aggregaten8n-nodes-base.aggregate
Limitn8n-nodes-base.limit
Google Gemini Chat Model@n8n/n8n-nodes-langchain.lmChatGoogleGemini
Waitn8n-nodes-base.wait
Edit Fields (Set)n8n-nodes-base.set
Coden8n-nodes-base.code
Scrapegraph Ain8n-nodes-scrapegraphai.scrapegraphAi
Information Extractor@n8n/n8n-nodes-langchain.informationExtractor
Google Sheetsn8n-nodes-base.googleSheets

From the author

This workflow automates the process of scraping real estate property listings from websites using ScrapeGraph AI, extracting structured data, and saving it to a Google Sheet. It is designed to handle paginated listing pages and can be adapted to any real…
Excerpt from Davide Boizza's description on n8n.io.

View the original on n8n.io → Check your own copy

Automate Real Estate Listing Scraper 🏠🤖 with ScrapeGraph AI and Google Sheets

What this workflow does

How it runs

Services it uses

Before you upgrade to n8n 3.0

Nodes used (12)

From the author

Get the weekly “what broke” email