Automate Data Extraction with Zyte AI (Products, Jobs, Articles & More)
VerifiedExtract structured web data via Zyte API using HTTP requests.
What this workflow does
This n8n workflow uses HTTP requests to the Zyte API for automatic structured extraction from e-commerce pages, articles, job listings, and SERPs without custom selectors.
It suits analysts and developers who need reliable large-scale scraping with built-in pagination handling, retries, and CSV output.
Who is this for?
Data analysts, growth marketers, and small ops teams who need structured web data without writing custom scrapers or maintaining selectors.
What problem it solves
Extracting clean, structured data from dynamic sites with pagination is slow and brittle when done manually or with fragile CSS selectors.
What it automates
E-commerce price monitoring
Pull product prices, SKUs and stock levels from competitor sites into a CSV for daily analysis.
Job board aggregation
Collect job listings from multiple boards into one spreadsheet for recruitment reporting.
News and article tracking
Scrape article titles, authors and dates from industry sites for content monitoring.
How the workflow works
The 2 nodes in this automation, in order.
- 1HTTP RequesthttpRequest
- 2Codecode
Apps & integrations used
How to set up Automate Data Extraction with Zyte AI (Products, Jobs, Articles & More)
- 1Import the workflow JSON into n8n
- 2Add your Zyte API key in the HTTP Request credential
- 3Choose the extraction mode (E-commerce, Article, Job, SERP or Manual)
- 4Set the starting URL and any pagination rules
- 5Run the workflow and check the CSV output node
- 6Review the Two-Phase execution logs for errors
How to customize this workflow
- →Add a Google Sheets node after the CSV export
- →Change the trigger from manual to Schedule
- →Insert an error-handling IF node before retries
- →Filter output fields with a Set node before export
Automate Data Extraction with Zyte AI (Products, Jobs, Articles & More): pros & cons
Pros
- +No CSS selectors needed thanks to Zyte AI
- +Built-in pagination and retry logic
- +Supports multiple data types in one workflow
- +Clean CSV output ready for analysis
Cons
- –Requires a paid Zyte API key
- –Only uses HTTP Request node (no native Zyte integration)
- –Large sites may hit rate limits quickly
Frequently asked questions
It uses the Zyte API via HTTP Request to automatically detect page type and return structured JSON for products, articles, jobs or SERPs, then exports to CSV.
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