Scrape a website into a structured JSON schema

Created by

Scott Helvick

Actor

AI Web Scraper - Schema-Validated JSON Extraction

Send a list of similar pages and one JSON Schema, and each page comes back as a record whose result is constrained to that schema and validated against it — schemaValid reports conformance per URL, and a page that misses is retried once with the validation errors fed back. One shared schema applies to the whole batch, so pass pages of the same kind. Public pages only; it does not crawl or log in.

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AI Web Scraper - Schema-Validated JSON Extractionshelvick/structured-extractor

URL

Status

Result

Schema valid

+2 fields

Input

URLs(required):https://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html

Output JSON Schema:{2 fields}

Output fields

URL

Status

Result

Schema valid

Tokens used

Input tokens

How it works

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The AI Web Scraper - Schema-Validated JSON Extraction Actor is ready to run with the inputs already set for "Scrape a website into a structured JSON schema". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Scrape a website into a structured JSON schema" task

The AI Web Scraper - Schema-Validated JSON Extraction Actor will start running based on the input automatically. You can also change all the input fields, like URLs and output json schema, to match your specific use case.

Receive the "Scrape a website into a structured JSON schema" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as URL, status, result, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Scrape a website into a structured JSON schema" task via API.