Google Shopping Scraper & API: Prices, Sellers, Price Tracker

Google Shopping results in 31 countries as clean rows: price and currency, old price and discount when on sale, seller, rating and review count, delivery and returns text, image, Google's product page link and product, offer and merchant IDs. Add product details (specs, description, every seller's price and shop link) or price-check product links on a schedule and get only what changed. No login, no browser, no API key.

Try it: Click Start with the default input (standing desk, United States, 20 products): 20 products in 15 seconds for about $0.02 (run on October 21, 2026).

#	Product	Price	Was	Seller	Rating (reviews)	Delivery
1	FlexiSpot E2 Standing Desk Best Value for Home Office	$109.99	$290 (62% off)	FlexiSpot.com	4.9 (1,400)	Free delivery by Fri
3	Vernal Core3 Standing Desk	$409.99	$460 (11% off)	vernalspace.com	4.8 (630)	Free delivery
5	FlexiSpot E7 Standing Desk Premium Dual Motor Electric	$299.99	Usually $410 (27% off)	FlexiSpot.com	4.7 (4,000)	Free delivery by Fri
13	Gilman Home Office Height Adjustable Standing Desk	$132.99	$153 (13% off)	Wayfair	4.4 (894)	Free delivery by Mon
17	FEZiBO Standing Desk Electric Height Adjustable	$89.99	$260 (65% off)	fezibo.com		Free delivery

Pricing: $1 per 1,000 products, $6 per 1,000 product pages (the details add-on, or one price check of a product link), $0.00005 per run start. Platform usage and the Google SERP proxy are included. Failed runs, filtered products and error rows are not charged.

Real example: 10 keywords, 929 products

Run on Apify on October 17, 2026 (19:46 UTC): 10 US keywords, up to 100 products each. It returned 929 products in 108 seconds, which would cost a user $0.93. The first six rows for air fryer:

#	Product	Price	Was	Seller	Rating (reviews)	Delivery
1	Our Place Wonder Oven Pro - Stainless Steel	$320+ (from, several sellers)			3.4 (732)
2	Lynzavix 32 Qt. Black Air Fryer Toaster Oven Combo with Roti...	$460.77		Home Depot	5.0 (1)	Free delivery
3	Breville The Smart Oven Air Fryer - Compact	$240+ (from)			5.0 (274)
4	Gourmia 14qt All-in-One Digital Air Fryer Oven	$99.99		Target	3.1 (1,000)	Free delivery
5	bella PRO - 12.6-qt. Air Fryer Oven	$110+ (from)			3.7 (83)
6	Cuisinart Air Fryer Toaster Oven 7-in-1	$129.99	$230 (43% off)	Target	2.4 (426)	Same-day delivery $10

Row 6 in full:

{
  "type": "product",
  "position": 6,
  "query": "air fryer",
  "title": "Cuisinart Air Fryer Toaster Oven 7-in-1",
  "price": 129.99,
  "currency": "USD",
  "priceIsFrom": false,
  "pricePeriod": null,
  "oldPrice": 230,
  "discountPercent": 43,
  "merchant": "Target",
  "moreSellers": true,
  "rating": 2.4,
  "reviewCount": 426,
  "delivery": "Same-day delivery $10",
  "freeDelivery": false,
  "returns": "90-day returns",
  "badge": "43% OFF",
  "shelf": "Countertop Air Fryers",
  "thumbnail": "https://encrypted-tbn0.gstatic.com/shopping?q=tbn:ANd9GcQv75PkmMyKBmPtgoNfxmzrpS_yllV7OODvjSpF14B_5UGM66-FC6fhlVVITBuUnpGN4Yg4oeWZL3wSlycoquMfazfbw-jZVQ",
  "productLink": "https://www.google.com/search?ibp=oshop&q=Cuisinart+Air+Fryer+Toaster+Oven+7-in-1&prds=catalogid:2859839068288404989,headlineOfferDocid:4564352975176009582,imageDocid:10585568315564802316,rds:PC_14498152716962017142%7CPROD_PC_14498152716962017142,gpcid:14498152716962017142,mid:576462512313334871,pvt:hg,pvo:3&hl=en&gl=us&udm=28",
  "productId": "2053481929927986275",
  "offerId": "4564352975176009582",
  "catalogId": "2859839068288404989",
  "groupId": "14498152716962017142",
  "imageId": "10585568315564802316",
  "merchantId": "576462512313334871",
  "priceText": "$129.99",
  "oldPriceText": "$230",
  "page": 1,
  "country": "us",
  "language": "en",
  "scrapedAt": "2026-10-17T19:47:12+00:00"
}

With product details on (same day, iphone 16, 5 products, 24 seconds), each row also gets a details object. Shortened here to 4 of 23 specs, 2 of 7 review themes and 2 of 3 sellers:

"details": {
  "title": "Apple iPhone 16",
  "description": "The first iPhone built for Apple Intelligence, the iPhone 16, with 6.1 (diagonal) all-screen OLED display, helps you write, express yourself, and get things don...",
  "rating": 4.5,
  "reviewCount": 13567,
  "ratingBreakdown": {"1": 1016, "2": 231, "3": 405, "4": 1327, "5": 10588},
  "specs": {"Brand": "Apple", "Operating System": "iOS", "Carrier": "T-Mobile, Unlocked", "Smartphone": "Yes"},
  "variantOptions": {"Color": ["Black", "Pink", "Teal", "Ultramarine", "White"], "Storage": ["128GB", "256GB", "512GB"]},
  "selectedVariant": {"Color": "Black", "Storage": "128GB"},
  "insights": [{"theme": "Camera (Video, Lens, Zoom)", "summary": null}, {"theme": "Design (Back, Color, Size)", "summary": null}],
  "offers": [
    {"merchant": "Walmart - BREED", "price": 548.99, "currency": "USD", "delivery": "Delivery $29.99",
     "link": "https://www.walmart.com/ip/Unlocked-Apple-iPhone-16-A3081-Cell-Phone-128GB-3561-mAh-128GB-RAM-Black/20464464864?wmlspartner=wlpa&selectedSellerId=442&veh=seo_fpl&cn=google"},
    {"merchant": "Apple", "price": 829, "currency": "USD", "delivery": "Free delivery",
     "link": "https://www.apple.com/us/xc/product/MYAP3LL/A?cppart=UNLOCKED&cid=aos-us-seo-pla-iphone"}
  ],
  "images": ["https://encrypted-tbn3.gstatic.com/shopping?q=tbn:ANd9GcS46dur9Te7_YA5-tLcKOjNSMJxGe9DsqlwR2o8FXDlNjdNINpO12Y9lH1cJKS2M3xT_sNyyWC4Ln9xfE-sB-2cKRUVTEG_eQ"]
}

The seller link goes straight to the shop, not through a Google redirect.

What you can do with it

• Price monitoring and competitor tracking: follow specific products through their Google product links and get every price drop, price rise and seller change since the last run (productUrls + onlyChanged).
• Market and assortment research: see which brands, sellers and price points Google shows first for a keyword, in any of 31 countries, in the local currency.
• Product catalog enrichment: add descriptions, specs and rating breakdowns from Google's product pages (includeDetails).
• Feeds for AI agents and dashboards: one flat row per product with stable field names, ready for Sheets, BigQuery, n8n, Make or an LLM.

Input

Field	What it does
queries	Keywords, one per line, exactly as you would type them into Google Shopping. You can paste Google Shopping URLs here too.
startUrls	Google Shopping URLs from your browser. Use them to keep any filter you clicked on google.com (price range, store, brand, on sale, nearby).
productUrls	Google product links (the productLink of a search row) to price-check: every seller, price and shop link, plus the lowest price.
country	One of 31 countries (US, UK, Canada, Australia, Germany, France, Japan, Brazil, ...). Prices, sellers and currency follow it.
language	Optional interface language (en, de, fr, ja, ...).
maxProductsPerQuery	Unique products per search (default 40). Google shows about 80 to 100 per search.
maxItems	Cap for the whole run (default 1,000).
minPrice, maxPrice, onSaleOnly	Keep only products in a price range or on sale. Dropped products are not charged.
includeDetails	Paid add-on: description, specs, rating breakdown and review themes for each product.
onlyChanged, watcherName	Price watcher for scheduled price checks of productUrls (see below).

Example input:

{
  "queries": ["standing desk", "office chair"],
  "country": "us",
  "maxProductsPerQuery": 50,
  "onSaleOnly": false
}

Output fields

position, query, title, price, currency, priceIsFrom (a "from" price such as "$320+" across several sellers), pricePeriod ("month" for instalment prices), oldPrice, discountPercent, merchant, moreSellers, rating, reviewCount, delivery, freeDelivery, returns, badge, shelf, thumbnail, productLink, productId, offerId, catalogId, groupId, imageId, merchantId, priceText, oldPriceText, page, country, language, scrapedAt. With includeDetails: details (description, specs, ratingBreakdown, insights, variantOptions, selectedVariant, images, and offers: the sellers on the product page with price, delivery and a direct shop link). Price checks (productUrls) return type: "product-page" rows with title, lowestPrice, currency, lowestPriceMerchant, lowestPriceLink, sellerCount, offers, rating, reviewCount, details and productLink; with the watcher also changeType, previousLowestPrice, priceChange, previousLowestPriceMerchant.

A search that finds nothing returns one row with type: "error" and the reason. Error rows are not charged.

Price checks and the price watcher

Search results are not a good basis for tracking: Google reshuffles Shopping results on every load (two loads of standing desk a few minutes apart shared fewer than 1 product in 10) and hands out new product and offer IDs each time. A product page is stable, so tracking works on product links instead:

1. Run a search and copy the productLink of the products you want to follow.
2. Put those links in productUrls, turn on onlyChanged, name the watcher and schedule the run.

Each link returns one product-page row with every seller Google shows, their prices and direct shop links, the lowest one-off price and its seller. The watcher remembers the lowest price, its seller and every seller's price, and on later runs returns only links where something changed: changeType is new, price-down, price-up, seller-changed (the previous cheapest seller is still listed but now above the lowest price) or offers-changed (another seller's price moved, or sellers came or went), with previousLowestPrice and priceChange.

Real run on October 17, 2026 (19:55 UTC): six product links taken from the search example above, first watcher run (watcherName: readme-prices), 44 seconds:

Product	Lowest price	Cheapest seller	Sellers shown	Rating (reviews)
Philips 3300 Fully Automatic Espresso Machine	$549.00	homecoffeesolutions.com	5 (others $599.95 to $599.99)	4.2 (1,311)
Roborock Q10 X5+ Robot Vacuum and Mop	$319.99	Roborock	3	4.3 (495)
Vitamix Nano Personal Blender	$199.95	Vitamix	5 (all $199.95)	3.8 (37)
Jade Yoga Voyager Mat	$49.95	Mukha Yoga	5 (all $49.95)	4.5 (204)
Status Pro X	$249.00	Status Audio	1
Moonlight Desk Lamp	$224.96	Evolution Beauty Technologies	1

The second run a few minutes later read all six pages again and returned nothing: "6 of 6 product link(s) checked, 6 unchanged and left out". Each link is a Google page read, so it is charged on every run, changed or not; the watcher only keeps unchanged products out of your results.

Real change, October 18, 2026: the same watcher read the links at 07:39 UTC and again at 19:18 UTC (6 of 6 checked, 28 seconds). Four products were unchanged and left out. The Roborock vacuum came back because its sellers changed while the lowest price stayed the same:

Run	Lowest price	Sellers shown
07:39 UTC	$319.99	Roborock $319.99, Home Outlet Direct $319.99, Zulily.com $320.99
19:18 UTC	$319.99	Wellbots $319.99, Linens N Things $319.99, The Robot Direct $319.99, Roborock $319.99

{"type": "product-page", "title": "Roborock Q10 X5+ Robot Vacuum and Mop with Auto-Empty Dock",
 "changeType": "offers-changed", "lowestPrice": 319.99, "previousLowestPrice": 319.99, "priceChange": 0,
 "lowestPriceMerchant": "Wellbots", "previousLowestPriceMerchant": "Roborock", "sellerCount": 4, "rating": 4.3, "reviewCount": 495}

A third read two minutes later showed the 07:39 sellers again, so Google rotates between seller lists for the same product at the same price. That is why the watcher reports seller-changed only when the previous cheapest seller is still listed but above the lowest price; tied sellers swapping places is no change, and a different seller list is offers-changed. For a pure price alert, act on price-down and price-up only. (Build 0.1.7 labelled this row seller-changed; 0.1.9 labels it offers-changed.)

Pricing

Pay per event: you pay only for what you get.

Event	Price
Product (one row)	$0.001 ($1 per 1,000)
Product page: details add-on (includeDetails) or one price check of a product link (productUrls)	$0.006 per product ($6 per 1,000)
Actor start	$0.00005

Products dropped by your price or sale filters, product pages Google does not have, and error rows cost nothing. A price check is charged each time the page is read, also when the watcher leaves an unchanged product out. Apify's free plan includes $5 of usage every month, which covers about 5,000 products.

Accuracy and limits

• Depth: Google Shopping returns about 80 to 100 unique products per search (two pages of 40 plus themed shelves on page one). For more, split the search (brands, models, price ranges) or paste filtered Google Shopping URLs.
• Price filters (minPrice, maxPrice, onSaleOnly) are applied to the products Google returns. Google's own price filter lives in the URL: set it on google.com and paste the URL.
• Results rotate: Google reshuffles Shopping results and reissues product and offer IDs on every load, so position and the IDs belong to this run. Track products through productUrls, not through repeated searches.
• Seller lists rotate: for the same product and the same lowest price, Google can show a different set of 3 to 5 sellers on loads minutes apart. The lowest price is the stable signal; offers-changed rows can come from this rotation.
• Review counts are as rounded as Google shows them (3.2K becomes 3200).
• IDs: catalogId, groupId and merchantId are empty in some countries (for example Germany and the UK), where Google ties cards to the offer instead. productId and offerId are always filled.
• Country: every page is checked against the country you asked for (page language region and currency). Pages Google serves from another country are retried, never returned.
• Product pages exist for most US catalog products, but many single-seller listings outside the US (in a German test 4 of 6) have none. Those rows get detailsError and are not charged.
• Product details: details.offers holds the 3 to 5 sellers Google shows on the product page. The "More stores" list needs an extra click on google.com and is not included. Instalment offers ("$16.66 for 36 mo") show the monthly amount; check priceText.
• Ratings are the ones Google shows on the card at that moment. Google sometimes shows a different average for the same product on another page load; details.rating and details.reviewCount (exact count) come from the product page.
• Gibberish or very rare keywords: Google fills the page with unrelated popular products instead of saying "no results". Check that titles match your keyword.

FAQ

Is there an official Google Shopping API? Not for search results. The Content API and Merchant API are for merchants managing their own products. This actor gives you the public Shopping results as an API: call it from Python, JavaScript, n8n, Make, Zapier or any HTTP client through the Apify API.

Do I need proxies or a Google account? No. The actor uses Apify's Google SERP proxy, which is included in the price.

How do I track prices of the same products every day? Run a search once, copy the productLink values you care about into productUrls, turn on onlyChanged, give the watcher a name, and schedule the actor (Apify Console > Schedules). The first run returns every product as new; later runs return only changes.

Can I search by GTIN, EAN or model number? Yes, type it as the keyword. Google matches it like any other text, so check the title of the first result.

Why does the watcher not work on keyword searches? Because Google shows a different mix of products, with new IDs, on every load of the same search. Product links stay stable, so the watcher uses them.

Does it work in other languages? Yes. Titles, delivery and returns text come in the language of the country (or the language you set); numbers, currency codes and IDs are normalised.

Watcher scheduling: use a separate watcherName for each independent workflow and keep its filters/location consistent. Runs using the same name wait up to 50 seconds for the previous run; if it is still busy, retry after it finishes. Local and cloud baselines are separate. A failed or interrupted delivery can appear again on retry, so deduplicate downstream by product ID and observation time. Existing names keep their baselines, but a baseline previously shared by colliding names cannot be disentangled automatically.

Changelog

• 0.1.11 (2026-10-21): First public release. README restructured: default-input timing, a table from the October 21 default run and a pricing line at the top. No code changes.
• 0.1.10 (2026-10-19): Watcher runs with the same name now wait for each other before loading and saving their baseline. Losing the lock stops the run without saving stale state. Price checks and details now respect the spending cap; an undelivered change remains available on retry. Cancelled runs keep only confirmed output in watcher state.
• 0.1.9 (October 18, 2026): the watcher reports seller-changed only when the previous cheapest seller is still listed above the lowest price, not when tied sellers swap places or Google shows a different seller list (offers-changed); real change example added.
• 0.1 (October 2026): first release. Keyword and URL searches in 31 countries, pagination, price and sale filters, product details add-on with sellers and direct shop links, price checks of product links with a watcher.