Web scrapers

Product Scraper API

Commerce data has a much shorter half-life than social data. A price, a stock level and a variant list are only worth having while they are current, which is why these endpoints read live on every call instead of serving a stored copy. Listings, marketplace search, product detail and product reviews are each their own endpoint, so you can watch a whole category cheaply and only pay for depth on the products that actually matter to you.
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  • 5 endpoints
  • 2 platforms
  • from $1.49 per 1,000 calls
  • One key, one JSON shape

Product Scraper API

5 endpoints across 2 platforms.

Live prices, stock, variants and reviews from marketplaces.

TikTok Shop SearchSearch TikTok Shop by keyword and get ranked product listings back with live price, rating, sales volume and seller.$1.49 per 1,000TikTok Shop ProductsPull every product a TikTok Shop seller lists, page by page, with live price, availability, rating and sales counts.$1.49 per 1,000TikTok Shop Product DetailsPull one TikTok Shop listing in full: live price, stock, every variant with its own price, seller, rating and media.$1.49 per 1,000TikTok Shop User ShowcasePull the products a TikTok creator showcases on their profile, page by page, with live price and seller for each one.$1.49 per 1,000Amazon Shop PagePull an Amazon storefront page: every listing on it with live price, rating, review count, availability and image.$1.49 per 1,000

In every response

The same JSON, whichever platform you ask.

  • price / currency Live listed price and currency at the moment of the call.
  • availability In-stock status and quantity where the marketplace shows it.
  • variants[] Size, colour and option variants with their own prices.
  • seller Seller name, rating and store link.
  • reviews[] On the review endpoints, each review with rating, body and date.
curl "https://hproxy.com/api/v1/scrape/tiktok/shop-search?query=coffee" \
  -H "X-API-Key: hpx_your_key_here"
Response · TikTok Shop Search200 OK · JSON
{
  "id": "SKU-8841",
  "title": "Product name",
  "price": 24.99,
  "currency": "USD",
  "availability": "in_stock",
  "variants": [ { "option": "Black / M", "price": 24.99, "stock": 42 } ],
  "seller": { "name": "Store", "rating": 4.8 }
}

What people build with it

Where product scraper api earns its keep.

  • Track competitor pricing across a category on a schedule.
  • Watch stock levels to catch restocks and sellouts as they happen.
  • Mine product reviews for the complaints and the feature requests inside them.
  • Keep a marketplace catalogue in sync without a marketplace seller account.

Product Scraper API questions

Answered before you ask.

The scraper docs

It is read at the moment of the call, which is the only way a price is useful. Optional caching is available per call for cases where a day-old copy is acceptable, and a cached hit costs nothing.

Yes, where the marketplace prices them individually. The variants array carries its own price and availability per option rather than collapsing to the listing's headline price.

No. These endpoints read the public storefront, the same pages a shopper sees, so there is no marketplace API key, no seller registration and no approval process involved.

The search endpoints return ranked listings for a query, and the detail endpoint fills in depth for a chosen product. Running search first and detail only on what matters is much cheaper than pulling detail on everything.

Docs and AI

Connect your scraper to an AI, any time.

The whole Scraper API is published as markdown, so an assistant reads every endpoint, every parameter and a real response without a key and writes your integration. And because a scrape is one GET that answers in JSON, an agent can run the scraper itself, on its own schedule, with your key.

Read the scraper docsSet up your assistant

Claude, ChatGPT, Cursor, Gemini, Copilot, Windsurf, Perplexity, Ollama and any assistant that speaks MCP.

The API as markdown

Paste /llms/scraper-api.txt into Claude, ChatGPT, Cursor or Copilot: every endpoint and the whole catalog, in one file. No key and no account to read it.

Open the markdown

An agent can call it

One GET with your key returns structured JSON, so an agent scrapes on its own schedule. No browser to drive, no parser to keep alive between runs.

See the endpoints

MCP server and CLI

Built by us for the free tools and hosted at mcp.hproxy.com: the proxy list, the checker and the IP lookup as tools in Claude, ChatGPT, Cursor or any assistant that speaks MCP. Nothing to install, no key.

Add it to your assistant

API docs

Every scraper endpoint documented end to end, with the parameters it takes and the response it really returns.

Read the docs

Other kinds of data

The catalog, by what you need rather than by platform.

Every platform

The same key works on all 23.

The whole catalog

More on product scraper api

What shopping covers

5 endpoints across 2 platforms: TikTok Shop Search, TikTok Shop Products, TikTok Shop Product Details, TikTok Shop User Showcase and Amazon Shop Page. They are separate scrapers behind one API key, and they answer in the same JSON shape, so the code that reads one reads all of them.

Why the shape matters

Live prices, stock, variants and reviews from marketplaces. Working platform by platform means a second integration for every network you add. Here the field names, the pagination and the error codes are the same wherever the data came from, so adding another platform is a change of URL rather than a rewrite.

What it costs

Calls in this group start at $1.49 per 1,000 and are billed from one balance, per call, with no subscription. Blocked, errored and timed-out calls are not charged, and each endpoint prices itself: a heavier lookup costs more than a simple one, and the page for each endpoint prints its own rate.

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