Introducing AI Parser: Turn Any Web Page Into Structured Data with AI

We're excited to launch AI Parser, a new API that automatically converts raw HTML pages into clean, structured JSON without requiring CSS selectors, XPath rules, or manual parser maintenance.

What is AI Parser?

AI Parser turns raw HTML into structured data automatically. Feed it a few example URLs of the same page type (say, three product pages from a catalog), and it generates a custom parser that extracts the important fields from any similar page on that site.

How It Works

• Getting started takes three steps:

  1. Train — Send up to 3 example URLs of the same page type to POST /parsers.

  2. Wait — The system generates a parser tailored to the page's layout (typically under a minute).

  3. Parse — Send any similar URL to GET /parse/{parser_id} and get structured data back.

Key Features

AI-Powered Data Extraction

No need to write selectors or maintain scraping logic. AI Parser identifies relevant fields and structures data automatically.

Custom Field Definitions

Guide extraction by defining exactly which fields you want, including:

• Field names

• Descriptions

• Data types

• Optional CSS or XPath selectors

💡 Parser Versioning

Every parser maintains a version history:

• Safely iterate on extraction schemas

• Pin production workloads to specific versions

• Update fields without disrupting existing integrations

Flexible Parser Updates

Modify existing parsers without starting from scratch:

• Add new fields

• Improve extraction accuracy

• Rename fields

• Remove outdated fields

Full ScraperAPI Integration

Pass standard ScraperAPI parameters (render, premium, ultra_premium, country_code, and more) when creating a parser or parsing a URL—so JavaScript rendering, proxies, and geotargeting all work out of the box.

Pricing & Availability

• 🎉 Every account receives one free parser

• Additional parser generation costs 30,000 API Credits

• Parsing requests use your existing ScraperAPI infrastructure and standard scraping costs apply

• Available now for all ScraperAPI users

Why AI Parser?

Traditional scraping requires building and maintaining extraction logic for every site. AI Parser dramatically reduces setup time by learning page structures automatically and adapting extraction schemas through simple API calls.

Get started today by training your first parser with just a few example URLs and start extracting structured data in minutes.

Try your first parser for free