Google Shopping Scraper: Prices, Sellers, Ratings

Google Shopping Scraper turns any Google Shopping search into a clean table of products. Type a query, such as air fryer, Sony WH-1000XM5 or a barcode. For each product you get the title, brand, current price as a number with its currency, the old price and discount badge when there is one, the seller, whether other sellers offer it too, delivery and returns notes, star rating, exact review count, thumbnail and Google's product IDs. It covers 43 countries, returns up to about 200 products per query and can filter by price range. There is no browser and no login to set up. It costs $1 per 1,000 products, with no start fee.

What you can do with it

• Price monitoring. Track what a product model costs on Google Shopping in each country, who sells it cheapest and which offers are discounted. Run it on a schedule and compare price per catalogId over time.
• Competitor and seller research. See which merchants show up for your category's searches, how often they appear, and at what prices.
• Category and assortment research. Pull the first 200 products for a category (robot vacuum, running shoes) to learn the brands, price bands, ratings and review volumes that define it.
• Deal and discount tracking. Every struck-through price comes back as oldPrice with its discountText ("30% OFF"), so you can filter for real markdowns.
• Market entry checks. Run the same query in the US, UK, Germany, Australia or India and compare prices, sellers and currencies side by side.
• Feeds for AI agents and dashboards. The numbers stay numbers (price, rating, reviewCount) and the fields have the same names in every country, ready for a spreadsheet, BI tool or LLM.

Input

Field	Type	What it does
queries	list of text	Searches as you would type them into Google Shopping: a product type (air fryer), a brand and model (Sony WH-1000XM5), or a GTIN/EAN/UPC. Each query returns its own rows.
country	code	Where the search runs: us (default), uk, de, fr, au, ca, in, jp and 35 more. It sets the sellers, the prices and the currency you get.
language	code	Google's interface language, default en. It changes labels such as the delivery and returns text, not which products appear. Use de for German labels on a German search.
maxProductsPerQuery	number	Default 60, max 200. The run pages through Google Shopping until it has this many.
minPrice, maxPrice	number	Optional price range, in the country's currency. This uses Google Shopping's own price filter, and rows outside the range are dropped and not charged.
maxConcurrency	number	How many queries run in parallel. Default 5.

Example:

{
  "queries": ["air fryer", "Sony WH-1000XM5"],
  "country": "us",
  "maxProductsPerQuery": 50,
  "minPrice": 50
}

An empty input {} runs a small example (5 products for "wireless earbuds"), and the status message says so.

Output

One row per product, in Google's order (position). Example:

{
  "position": 3,
  "title": "Gourmia 14qt All-in-One Digital Air Fryer Oven",
  "brand": "Gourmia",
  "price": 89.99,
  "currency": "USD",
  "priceText": "$89.99",
  "priceFrom": false,
  "oldPrice": 100,
  "oldPriceText": "$100",
  "discountText": "10% OFF",
  "condition": null,
  "merchant": "Target",
  "moreMerchants": true,
  "delivery": "Free delivery",
  "returns": "90-day returns",
  "rating": 4.2,
  "reviewCount": 1001,
  "thumbnail": "https://encrypted-tbn2.gstatic.com/shopping?q=tbn:ANd9GcSrRRurbMpgpokR...",
  "productUrl": "https://www.google.com/search?ibp=oshop&q=Gourmia%2014qt%20All-in-One%20Digital%20Air%20Fryer%20Oven&prds=catalogid:245647034554133019,headlineOfferDocid:1717260105217047190,gpcid:17366218037613661375,productDocid:1167815073112739801,pvt:hg&hl=en&gl=us&udm=28",
  "offerId": "1717260105217047190",
  "productId": "1167815073112739801",
  "catalogId": "245647034554133019",
  "groupId": "17366218037613661375",
  "query": "air fryer",
  "country": "us",
  "language": "en",
  "page": 1,
  "scrapedAt": "2026-10-21T18:03:53+00:00"
}

Field	What it holds
title, brand	Product title as shown; brand when Google knows it.
price, currency, priceText	Current price as a number, its ISO currency code, and the text as shown ($26.74, 60,95 €, ￥65,670).
priceFrom	true for a "from" price across variants or sellers ($180+).
oldPrice, oldPriceText, discountText	The struck-through earlier price and the badge ("30% OFF", "$10 OFF"). In India, the maximum retail price. Foreign-currency prices and monthly instalments are not counted as old prices.
condition	Set only when the item is not new ("Refurbished", "Pre-owned").
merchant, moreMerchants	The seller of the offer Google shows first. moreMerchants is true when other sellers offer the same product too ("& more").
delivery, returns	Notes such as "Free delivery by Mon" or "30-day returns", in the page language.
rating, reviewCount	Average stars out of 5 and the exact review count (33309, where the page shows "33K").
thumbnail	Google-hosted product image.
productUrl	Google Shopping's product page, which lists the product's sellers. Set for catalogued products, which is most multi-seller items.
offerId, productId, catalogId, groupId	Google's IDs. catalogId is shared by every seller's offer of the same product, so use it to match a product across runs.
query, country, language, page, scrapedAt	Where the row came from and when.

Fill rates measured on 2,800 products across 8 countries (2026-10-22): title, price, currency and thumbnail 100%, merchant 98%, brand 90%, rating and review count 80%, delivery 61%, moreMerchants true 61%, catalog ID and product page 72%, returns 39%, old price 30%, discount badge 28%. A field is null when Google does not show it for that product.

How much does it cost to scrape Google Shopping?

You pay per product saved to the dataset. This price is final:

Event	Price	Per 1,000
product: one product row	$0.001	$1

There is no start fee. Nothing is charged for failed pages, retries or pages that return no new products. Platform usage is included in the price. The run stops by itself when it reaches your maximum total charge.

Examples:

• Price check for one product model (Sony WH-1000XM5, 40 listings): $0.04.
• Category research: 10 queries × 200 products = 2,000 products = $2.00.
• Daily monitoring of 50 queries × 20 products for a month: 30,000 products = $30.

Limits

• About 200 products per query. Google Shopping stops paging after about 6 pages (each adds 30 to 40 new products). To cover more, add more specific queries (brands, sizes, price bands with minPrice and maxPrice) or more countries.
• The seller shown is Google's first offer. When moreMerchants is true, other sellers have the same product, and productUrl opens Google's page that lists them. This Actor does not open that page for every product, which keeps the price at $1 per 1,000.
• Sorting. Rows come in Google's relevance order. Sort the dataset by price yourself after the run.
• Speed. Each Google page takes 3 to 70 seconds. On Apify, 3 US queries of 100 products each (245 products, 9 pages) took 24 seconds, and 3 German queries with a price filter took 84 seconds. Queries run in parallel (maxConcurrency).
• Location. The search runs from the country's largest city (New York for the US, London for the UK, and so on). Google's local offers ("in store nearby") reflect that city.
• A barcode (GTIN/EAN/UPC) query returns whatever Google Shopping shows for it, which can include related products. Match on title or catalogId if you need one exact item.
• Google can change its pages at any time. The Actor retries failed pages on a fresh connection, drops any page that Google answers for the wrong country, and says in the status message when a query got no answer.

Use with Python

# pip install apify-client
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("datagleaner/google-shopping-scraper").call(
    run_input={"queries": ["air fryer"], "country": "us", "maxProductsPerQuery": 50}
)
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item["position"], item["price"], item["currency"], item["merchant"], item["title"][:60])

That run returns 50 products for $0.05.

Use with JavaScript / Node.js

// npm install apify-client
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('datagleaner/google-shopping-scraper').call({
    queries: ['running shoes'],
    country: 'uk',
    maxProductsPerQuery: 100,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
for (const p of items) console.log(p.position, p.price, p.merchant, p.title);

Use it from n8n, Make, Zapier or an AI agent

Actor ID: datagleaner/google-shopping-scraper

Minimal input:

{"queries": ["wireless earbuds"], "maxProductsPerQuery": 20}

Each tool below runs this Actor with your own Apify API token.

• n8n: add the Apify node (@apify/n8n-nodes-apify) and choose Run an Actor and get dataset. Set the Actor to datagleaner/google-shopping-scraper and paste the input above.

• Make: use the Apify app's Run an Actor module, then Get Dataset Items.

• Zapier: use the Apify action Run Actor, then the search Fetch dataset items.

• AI agents (MCP): connect to https://mcp.apify.com?tools=datagleaner/google-shopping-scraper. In Claude Code:

    claude mcp add --transport http apify "https://mcp.apify.com?tools=datagleaner/google-shopping-scraper"
  

  Then run /mcp to sign in to Apify, and ask in plain language. For example: "Use the Google Shopping scraper to find the 30 cheapest robot vacuums in Germany and tell me which sellers come up most."

FAQ

How do I scrape Google Shopping prices for one product? Put the product's brand and model in queries, for example Sony WH-1000XM5. Each row is one listing with its price, merchant and oldPrice. Group by catalogId to see every listing of the same product.

Can I scrape Google Shopping in other countries? Yes, 43 of them. Set country (uk, de, fr, au, in, jp...). Prices come in that country's currency, and the currency field tells you which.

Can I filter by price? Yes. Set minPrice and/or maxPrice in the country's currency. The Actor uses Google Shopping's own price filter and also drops any row outside your range, so you never pay for one.

How many products can I get per search? Up to about 200, which is as far as Google Shopping pages. For more, split the search into narrower queries or price bands.

Do I need a Google account, API key or proxy? No. Everything runs on Apify. You only need an Apify account.

Does it include sponsored products? Rows are the product listings on Google's Shopping tab, in Google's order. Text ads above the listings are not included.

Why is rating empty for some products? Google shows no rating for products without enough reviews. About 80% of products have one.

Responsible use

This Actor collects only publicly visible Google Shopping listings: product names, prices and store names. It does not collect personal data. Respect Google's terms and the terms of the stores whose offers appear. You are responsible for using the data lawfully, including any competition, consumer protection or data protection rules that apply where you work. This is not legal advice.

Feedback

If this Actor saved you time, a rating on its Store page helps others find it. Problems or requests: open an issue on the Issues tab.