AI Data Extractor: Web Pages to Structured JSON
Pricing
from $5.00 / 1,000 page extracteds
Turn web pages, or another Actor's dataset, into clean JSON with an LLM. Give a JSON schema or list the fields in plain English. Output is validated against your schema; pages that can't be fetched or don't match aren't charged. $5 per 1,000 pages plus the model's tokens.
Versions follow MAJOR.MINOR.PATCH (src/version.py); Apify shows MAJOR.MINOR from .actor/actor.json.
Every run logs its version and records it in the RUN_STATS key-value record.
About future changes in output: what a model reads off a page can differ between models, and between runs of the same model. Every answer is checked against your schema, and one that doesn't match comes back with
valid: falseand the reasons, uncharged.
First release: web pages, or the pages in another actor's dataset, to JSON that matches your schema.
urls, or datasetId (+ optional datasetUrlField) to read page URLs from any dataset and chain
after another actor with {{resource.defaultDatasetId}} (the shared reader of page-to-markdown and seven more
actors: url, pageUrl, link, website, loadedUrl found automatically; Google Maps links never used;
tracking parameters dropped; each row carries sourceTitle, sourcePlaceId, sourceIndex).fields in plain English (each becomes a camelCase key; a hint after a colon goes to the
model) or a JSON Schema in schema (overrides fields), plus optional instructions.pageContent fullPage (default) keeps headers, footers and sidebars, minus scripts, forms, hidden elements and
navigation menus; mainContent sends only the main content. The page's schema.org JSON-LD goes along.
maxTokensPerPage (default 8,000) is a hard cap: a longer page keeps its start and end, truncated: true.model takes any OpenRouter id (default openai/gpt-4.1-mini). The schema
goes as a structured-output format, strict when it qualifies; a provider that refuses it in strict mode gets it
again as a hint. Every answer is validated here: valid, errors (at most 5), data kept for inspection.
A proxy that refuses the run (401/402/403) stops it at once, with the reason.page-extracted event is charged once per page whose answer validated,
after the row is in the dataset. Failed, blocked and invalid pages are rows with the reason, never charged.
maxPages and the maximum cost per run are honoured before any page is fetched: a slot is claimed per page and
given back when the page doesn't validate.