E-commerce Product Scraper — Any Store URL, Price & Stock

Scrape product data from any store URL: name, brand, SKU, GTIN, price, sale price, currency, stock, variants, images and rating, from schema.org JSON-LD, microdata, OpenGraph and Shopify/WooCommerce fast paths. Price monitoring with change alerts. $2 per 1,000 products.

An e-commerce scraper for product data from any store. Give it product page URLs from independent and direct-to-consumer shops, on Shopify, WooCommerce, BigCommerce, Magento, PrestaShop, Shopware, Wix, Squarespace or a custom site, and you get one clean row per product: name, brand, SKU, GTIN/MPN, price, sale price and regular price, currency, stock status, variants (size, colour, SKU, price and stock for each), images, description, category, aggregate rating and review count, and the seller. This product scraper reads the structured data stores publish for Google Shopping. It tries schema.org JSON-LD first (including @graph, offers arrays, AggregateOffer and ProductGroup variants), then microdata, then the store's public product JSON (Shopify's /products/{handle}.js and the WooCommerce Store API), and finally OpenGraph product tags. Each row says which platform was detected and where the price came from. It does not need per-site selectors. For price monitoring, set a monitorName and schedule the run: every row gets a changed object (new product, price changed, stock changed, previous values), and onlyChanges outputs and charges only the products that changed. Turn on discover to start from a category page, a homepage or a sitemap.xml instead of product URLs. It uses plain HTTP at 512 MB with an honest user agent, the store's own robots.txt and at most 2 requests at a time per store. $2 per 1,000 products, which is a third of the big e-commerce tools. Blocked, disallowed and non-product pages are free. Built for the long tail, not Amazon: it uses no proxies, unblockers or CAPTCHA solving, so Amazon, Walmart and other heavily protected retailers will mostly come back as free blocked rows.

What data does it return?

Every run outputs clean, schema-validated rows like these:

platform	name	brand	price	currency	availability	variantCount	ratingValue	reviewCount	priceSource
shopify	Men's Tree Runner	Allbirds	100	USD	in_stock	7	4.6	9951	json-ld
woocommerce	Organic Diestel Whole Turkey 12 – 14lb		115	USD	out_of_stock	0		0	woocommerce-store-api
bigcommerce	Orbit Terrarium (Large)	OFS	109	CAD	in_stock	0	4	1	json-ld
unknown	Nokia 123		24.99	USD		0		11	microdata

How much does it cost?

Transparent pay-per-event pricing — you only pay for what you get, and the actor always respects your run budget: set a maximum total charge and it stops cleanly at the cap instead of overrunning.

Event	Price	Charged	Worked example
product-result	$0.002	per product row delivered (a page where a product was found, with variants and images)	1,000 product URLs = $2; in monitor mode with onlyChanges, unchanged products are skipped and cost nothing
apify-actor-start	$0.00005	per run per GB of memory (platform start fee)	One run at 512 MB = $0.000025

Input options

Field	Type	Required	Default	Description
urls	array	no	—	Product page URLs from any store (Shopify, WooCommerce, BigCommerce, Magento, PrestaShop, Shopware, Wix, Squarespace or a custom site). With discover on, you can also give category pages, a homepage or sitemap.xml URLs. Duplicates and tracking parameters are removed.
url	string	no	—	One product, category or sitemap URL. Handy for Clay, Make, Zapier, n8n and AI agents. Scraped together with urls.
discover	boolean	no	false	Treat each URL as a starting point. A sitemap.xml (or sitemap index) is read for its product URLs, a category or collection page gives its product links, and a homepage falls back to the sitemaps listed in robots.txt. Product pages are still scraped as themselves. Discovery is free; only product rows are charged.
maxProducts	integer	no	100	The most product URLs scraped in one run (given plus discovered). Each product found costs one product-result event. Set a maximum total charge on the run as an extra safety cap.
includeVariants	boolean	no	true	Add every variant (name, SKU, GTIN, price, regular price, stock, options such as size and colour) to each row. On Shopify and WooCommerce this reads the store's public product JSON (one extra request). Same price.
monitorName	string	no	""	Turns on change tracking. The last-seen price and stock of each URL are kept in your named key-value store products-<monitorName>, and every row gets a changed object: isNew, price, availability, previousPrice, previousAvailability. Schedule the same input daily for competitor price monitoring.
onlyChanges	boolean	no	false	With a monitor name: output (and pay for) only products that are new or whose price or stock changed since the last run. Unchanged products are skipped and cost nothing. Pair it with a dataset webhook or integration for alerts.

Limits & honest notes

• Built for independent and direct-to-consumer stores. There are no proxies, unblockers or CAPTCHA solving. A 403, 429 or bot challenge (Cloudflare, DataDome, PerimeterX, Akamai, Imperva and others) stops that store for the rest of the run, with no retries, and its remaining URLs become free blocked rows. Amazon, Walmart, Target, eBay and similar big retailers will mostly be blocked or disallowed. Use a dedicated marketplace actor for those.
• Every store's robots.txt is read first and obeyed for our user agent (ActorForge-ProductScraper), including Crawl-delay (capped at 10 s). A disallowed product page gives a free robots-disallowed row and is never requested.
• Plain HTTP only: no JavaScript is run. Stores that render products only in the browser and publish no JSON-LD, microdata, OpenGraph product tags or Shopify/WooCommerce product JSON come back as free not-product rows.
• Prices are what the store publishes in its structured data, usually in the store's base currency. Prices for a specific country or logged-in customer, tax-inclusive variants and cart discounts are not visible. priceSource says where each price came from, and some stores' JSON-LD can lag behind the visible price.
• Variants come from offers arrays, ProductGroup.hasVariant, Shopify's /products/{handle}.js and the WooCommerce Store API. WooCommerce variation prices are not in that API, so those variants list their options without a price. Rows carry at most 250 variants and 20 images, and the description is capped at 2,000 characters of plain text.
• Ratings are aggregate only (ratingValue, reviewCount). Review text, reviewer names and any other personal data are never read into the output. Person sellers on marketplaces are dropped; only organisation sellers are kept.
• discover follows product sitemaps (sitemap indexes, gzip, robots.txt Sitemap: lines) and product links on category pages, up to maxProducts URLs. It reads at most 25 sitemaps per starting URL and does not page through paginated category pages.
• Monitor state is stored in your own named key-value store products-
• The run's spend limit is respected: each product is charged just before it is delivered, and the run stops cleanly when the limit is reached.

Related ActorForge actors

• Shopify Store Scraper — Products, Prices, Store Info — need a Shopify store's whole catalogue rather than a list of URLs? It reads products.json at $0.30 per 1,000 products
• Website Change Monitor — Page Diff, CSS Selector & Webhook — watch any other part of a page (a banner, a shipping policy, a promo) and get a webhook when it changes
• Domain Enrichment for Clay — Tech, DNS, WHOIS, Logo & Socials — turn the stores you track into company rows: logo, socials, contact page, tech stack, domain age

Changelog

• 2026-10-20 — Initial release: JSON-LD (including @graph, offers arrays, AggregateOffer, ProductGroup variants and @id references), microdata, OpenGraph, plus Shopify .js and WooCommerce Store API fast paths; platform detection; price/stock monitor with onlyChanges; sitemap and category discovery; robots.txt, Crawl-delay and stop-on-block compliance.

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Built and maintained by ActorForge. Reliability first: every actor in the portfolio is monitored by an automated nightly self-test, and breakages are typically fixed the same day.