Scrape Google Shopping data, allowing you to transform it into a competitive advantage. Real-time pricing data, instant product tracking, global market coverage — all with a single API call. Competitive intelligence shouldn't be complicated. Our Google Shopping API helps you scrape the data you need. See competitor product price changes the moment they happen. Adjust your strategy. Win more customers. Track your product rankings in Google Shopping search results in real-time. Analyze and understand what moves the needle. Optimize continuously. Monitor customer sentiment across the market. Identify opportunities. Outperform the competition. Start gathering competitive intelligence today. No complex setups. No learning curves. Use our ready-to-use code now. Input parameters Product or item to be searched for on Google Shopping. Geographic location where the search should be conducted. Starting point for the search results pagination. Input Output Product parameters Product or item to be searched for on Google Shopping. Geographic location where the search should be conducted. Starting point for the search results pagination. Input Output Stop wrestling with complex APIs. Start gathering Data. Pre-configured requests. Real-time validation. Watch your API integration come together in minutes, not days. Everything you need, exactly where you expect it. Save your most powerful configurations. Track usage patterns. Deploy with one click. Your customized intelligence - gathering workflows, always ready when you need them. From anti-bot bypassing to pixel-perfect screenshots, our web scraping API handles the complex parts Extract data from any website. Bypass rate limits and anti-bot measures with advanced anti-bot measures, stealth/premium proxies and cutting-edge headless browser technology. Never miss a data point again. Skip the messy HTML. With our easy-to-use extraction rules, get perfectly structured JSON with just the data you care about. One API call. Done. Click, scroll, wait for dynamic content to appear, or just run some custom JavaScript code. Our JavaScript scenarios simulate real user behavior. Seamlessly. Need a screenshot of that website and not HTML? Generate screenshots for visual analysis. Full-page captures. Partial views. Perfect for monitoring design changes. Extract Google Search data at scale with our specialized Google Search API. No rate limits. No complexity. Just pure search intelligence. Coding is not your thing, you can leverage our Make Integration. Build data pipelines, create custom web scraping engines without writing a single line of code. Perfect for business users. Cancel anytime, no questions asked! Need more credits and concurrency per month? Not sure what plan you need? Try ScrapingBee with 1000 free API calls. (No credit card required)Google Shopping Results API
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search_query
country_code
start
from scrapingbee import ScrapingBeeClient
client = ScrapingBeeClient(api_key='YOUR-API-KEY')
def google_shopping_search(search_query, country_code='us', start=0):
set_1 = {
"products": {
"selector": ".MtXiu.mZ9c3d.wYFOId.M919M.W5CKGc.wTrwWd",
"type": "list",
"output": {
"name": ".rRCm8.sg5mJb .UC8ZCe.QS8Cxb .gkQHve.SsM98d.RmEs5b",
"price": ".rRCm8.sg5mJb .UC8ZCe.QS8Cxb .lmQWe",
"rating": ".rRCm8.sg5mJb .UC8ZCe.QS8Cxb .yi40Hd",
"reviews": ".rRCm8.sg5mJb .UC8ZCe.QS8Cxb .RDApEe",
"store": ".rRCm8.sg5mJb .UC8ZCe.QS8Cxb .WJMUdc.rw5ecc",
"delivery": ".rRCm8.sg5mJb .UC8ZCe.QS8Cxb .ybnj7e",
"rank": ".MtXiu.mZ9c3d.wYFOId.M919M.W5CKGc.wTrwWd@data-index", # rank starts from 0
"product_link": ".product_link@href"
}
}
}
set_2 = {
"products": {
"selector": ".sh-dgr__gr-auto.sh-dgr__grid-result",
"type": "list",
"output": {
"name": ".tAxDx",
"price": ".shntl .QIrs8",
"rating": ".Rsc7Yb",
"reviews": ".reviews",
"store": ".aULzUe.IuHnof",
"delivery": ".bONr3b > .vEjMR",
"features": ".F7Kwhf.bzCQNe.t5OWfd",
"link": "a.shntl@href",
"rank": ".sh-dgr__gr-auto.sh-dgr__grid-result@rank", # rank starts from 0
"product_id": ".sh-dgr__gr-auto.sh-dgr__grid-result@data-docid"
}
}
}
# Some regions have a different structure, so we have to use a different set of rule
extract_rules = set_1 #use set_2 is set_1 doesn't work
# JavaScript code to make data extraction easier and to make some value clean.
# Since the structure is different for us page, we are using 2 different codes enclosed in try catch block
# The try catch block will prevent our code from erroring out
js_scenario = {
"instructions":[
{"evaluate": """
try {
document.querySelector('.aULzUe.IuHnof > style').remove(); // Those style elements were interfering with our extraction
document.querySelectorAll('.qSSQfd.uqAnbd').forEach( (e) => { // Creating a new reviews element to make it easy to extract
var n_elm = document.createElement('p');
n_elm.className = 'reviews';n_elm.textContent = e.nextSibling.textContent;
e.append(n_elm);
} );
document.querySelectorAll('.sh-dgr__gr-auto.sh-dgr__grid-result').forEach( (e, index) => e.setAttribute('rank', index + """ + str(start) + """) ); // Creating rank data
document.querySelectorAll('.sh-dgr__gr-auto.sh-dgr__grid-result a.shntl:first-child').forEach( (e) => e.href = e.href.replace(/.+\/url\?url=(.+)/g, '$1') ); // Cleaning up links
}
catch(e) {}
try { // This will run on us version
(() => { const baseURL = 'https://www.google.com/search?start=0&q=laptop&gl=""" + country_code + """&udm=28#oshop=apv&oshopproduct='; document.querySelectorAll('.MtXiu.mZ9c3d.wYFOId.M919M.W5CKGc.wTrwWd').forEach(item => { const gid = item.getAttribute('data-gid'), mid = item.getAttribute('data-mid'), oid = item.getAttribute('data-oid'), iid = item.getAttribute('data-iid'), rds = encodeURIComponent(btoa(item.getAttribute('data-rds') || '')); if (gid && mid && oid && iid && rds) { let linkElement = item.querySelector('.product_link'); if (!linkElement) { linkElement = document.createElement('a'); linkElement.className = 'product_link'; linkElement.textContent = 'View Product'; linkElement.target = '_blank'; item.appendChild(linkElement); } linkElement.href = `${baseURL}gid:${gid},mid:${mid},oid:${oid},iid:${iid},rds:${rds}&pvs=0`; } }); })();
document.querySelectorAll('.rRCm8.sg5mJb .UC8ZCe.QS8Cxb .RDApEe').forEach( (e) => { // Cleaning up reviews
e.textContent = e.textContent.replace(/\((.+)\)/g, '$1')
} );
}
catch(e) {}
"""}
]
}
q = search_query.replace(' ', '+')
response = client.get(
f'https://www.google.com/search?start={start}&q={q}&gl={country_code}&tbm=shop',
params={
"custom_google": "true",
"wait_browser": "networkidle2",
"premium_proxy": "true",
"extract_rules": extract_rules,
"js_scenario": js_scenario,
'country_code': 'us' # Ideally we can put the same country as the argument. However, using European country code will result in a cookie popup; which may fail our code.
},
retries=3
)
if response.text.startswith('{"message":"Invalid api key:'):
return f"Oops! It seems you may have missed adding your API KEY or you are using an incorrect key.\nGet your free API KEY and 1000 free scraping credits by signing up to our platform here: https://app.scrapingbee.com/account/register"
else:
return {
'start': start,
'products': response.json()['products'],
'info': f"{response.status_code} SUCCESS" if len(response.json()['products']) else f"{response.status_code} FAILED TO RETRIEVE PRODUCTS",
'next_start': len(response.json()['products']) + start
}
# Enter your search term in `search_query`
# For a list of supported country codes, please visit this page: https://support.google.com/business/answer/6270107?hl=en
# `start` value is by default 0, you can set a specific value to make sure your extraction starts from there
# Suppose the first page has 20 values, you can use `start=20` to get the next page
# To make it easier, check the `next_start` value in the response of the first/previous response
print(google_shopping_search(search_query='full frame camera', country_code='us', start=0))
{"start": 0,
"products": [
{
"name": "Canon EOS 5D Mark III Camera Lens",
"price": "$1,249.00",
"rating": "4.8",
"reviews": "1.7K",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "0",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:5773750127576086547,mid:541023246,oid:2497870969114108238,iid:3217615424813625303,rds:UENfNTc3Mzc1MDEyNzU3NjA4NjU0N3xQUk9EX1BDXzU3NzM3NTAxMjc1NzYwODY1NDc%3D&pvs=0"
},
{
"name": "Sony Alpha 7 III",
"price": "$1,399.99",
"rating": "4.8",
"reviews": "8.3K",
"store": "Sony",
"delivery": "Get it by Tue (Free)",
"rank": "1",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:11974072245756936409,mid:576462303543571245,oid:2904018464968480441,iid:4902055220934586704,rds:UENfMTE5NzQwNzIyNDU3NTY5MzY0MDl8UFJPRF9QQ18xMTk3NDA3MjI0NTc1NjkzNjQwOQ%3D%3D&pvs=0"
},
{
"name": "Canon EOS 5D Mark II DSLR Camera",
"price": "$237.00",
"rating": "4.7",
"reviews": "1.2K",
"store": "keh.com",
"delivery": "Get it by Feb 19 (Free)",
"rank": "2",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:554058262095609760,mid:155437302,oid:9054106658142184607,iid:2398334454074457902,rds:UENfNTU0MDU4MjYyMDk1NjA5NzYwfFBST0RfUENfNTU0MDU4MjYyMDk1NjA5NzYw&pvs=0"
},
{
"name": "Canon EOS C80 6K Full-Frame Cinema Camera",
"price": "$5,499.00",
"rating": "4.8",
"reviews": "9",
"store": "Canon",
"delivery": "",
"rank": "3",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:6932482796271700656,mid:576462789240466194,oid:13081264610336770998,iid:5900057875592699371,rds:UENfNjkzMjQ4Mjc5NjI3MTcwMDY1NnxQUk9EX1BDXzY5MzI0ODI3OTYyNzE3MDA2NTY%3D&pvs=0"
},
{
"name": "Panasonic Lumix S9 Mirrorless Camera Lens",
"price": "$1,697.99",
"rating": "4.7",
"reviews": "70",
"store": "B&H Photo-Video-Audio",
"delivery": "Get it by Tue (Free)",
"rank": "4",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1461516839902640135,mid:576462778586640943,oid:17994220732615596225,iid:1383436886947812091,rds:UENfMTQ2MTUxNjgzOTkwMjY0MDEzNXxQUk9EX1BDXzE0NjE1MTY4Mzk5MDI2NDAxMzU%3D&pvs=0"
},
{
"name": "Nikon Z5 Mirrorless Camera Lens",
"price": "$996.95",
"rating": "4.7",
"reviews": "1K",
"store": "Amazon.com",
"delivery": "Free delivery",
"rank": "5",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:18348655736602578317,mid:576462421744123487,oid:2541450899052276728,iid:6384613723785676388,rds:UENfMTgzNDg2NTU3MzY2MDI1NzgzMTd8UFJPRF9QQ18xODM0ODY1NTczNjYwMjU3ODMxNw%3D%3D&pvs=0"
},
{
"name": "Sony Alpha a7 IV Mirrorless Camera",
"price": "$2,199.99",
"rating": "4.7",
"reviews": "3.9K",
"store": "Sony",
"delivery": "Get it by Tue (Free)",
"rank": "6",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:12952939205982532049,mid:576462658999843117,oid:282788774102235947,iid:17397374174120474584,rds:UENfMTI5NTI5MzkyMDU5ODI1MzIwNDl8UFJPRF9QQ18xMjk1MjkzOTIwNTk4MjUzMjA0OQ%3D%3D&pvs=0"
},
{
"name": "Sony Alpha a7 Full Frame Mirrorless Camera",
"price": "$511.00",
"rating": "4.6",
"reviews": "1.6K",
"store": "keh.com",
"delivery": "Get it by Feb 19 (Free)",
"rank": "7",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:13163420507393436940,mid:576462794989519585,oid:3610240492065169804,iid:3934919323404381964,rds:UENfMTMxNjM0MjA1MDczOTM0MzY5NDB8UFJPRF9QQ18xMzE2MzQyMDUwNzM5MzQzNjk0MA%3D%3D&pvs=0"
},
{
"name": "Canon EOS RP",
"price": "$899.99",
"rating": "4.7",
"reviews": "2.2K",
"store": "Canon",
"delivery": "",
"rank": "8",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:16919572264201925780,mid:576462317048294491,oid:754979246042569095,iid:11449854504518868362,rds:UENfMTY5MTk1NzIyNjQyMDE5MjU3ODB8UFJPRF9QQ18xNjkxOTU3MjI2NDIwMTkyNTc4MA%3D%3D&pvs=0"
},
{
"name": "Canon EOS 5D Digital Camera",
"price": "$319.95",
"rating": "4.7",
"reviews": "364",
"store": "B&H Used Store",
"delivery": "Get it by Sun (Free)",
"rank": "9",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:597819966502608239,mid:7908648,oid:503696610058726767,iid:1819252196526677223,rds:UENfNTk3ODE5OTY2NTAyNjA4MjM5fFBST0RfUENfNTk3ODE5OTY2NTAyNjA4MjM5&pvs=0"
},
{
"name": "Sigma fp Mirrorless Camera",
"price": "$1,899.00",
"rating": "4.5",
"reviews": "93",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "10",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:14877440786724660413,mid:576462321684875514,oid:7930689042721761744,iid:17402955569362575071,rds:UENfMTQ4Nzc0NDA3ODY3MjQ2NjA0MTN8UFJPRF9QQ18xNDg3NzQ0MDc4NjcyNDY2MDQxMw%3D%3D&pvs=0"
},
{
"name": "Nikon Zf Mirrorless Camera",
"price": "$799.95",
"rating": "4.8",
"reviews": "439",
"store": "The Pixel Hub",
"delivery": "Get it by Feb 20 (Free)",
"rank": "11",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:2122754555026344543,mid:576462815875038092,oid:12171366073122950658,iid:15625276265786173576,rds:UENfMjEyMjc1NDU1NTAyNjM0NDU0M3xQUk9EX1BDXzIxMjI3NTQ1NTUwMjYzNDQ1NDM%3D&pvs=0"
},
{
"name": "Leica Q3 Digital Camera",
"price": "$5,075.00",
"rating": "4.8",
"reviews": "133",
"store": "Lensrentals",
"delivery": "Free delivery",
"rank": "12",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:6408519864932603736,mid:576462755975277513,oid:6240668636062330630,iid:10848135431641165782,rds:UENfNjQwODUxOTg2NDkzMjYwMzczNnxQUk9EX1BDXzY0MDg1MTk4NjQ5MzI2MDM3MzY%3D&pvs=0"
},
{
"name": "Canon EOS R5 Mark II Mirrorless Camera",
"price": "$4,299.00",
"rating": "4.5",
"reviews": "236",
"store": "Canon",
"delivery": "",
"rank": "13",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:21782729396819297,mid:576462782353222661,oid:16343261916306892566,iid:3691667795435866493,rds:UENfMjE3ODI3MjkzOTY4MTkyOTd8UFJPRF9QQ18yMTc4MjcyOTM5NjgxOTI5Nw%3D%3D&pvs=0"
},
{
"name": "Nikon D850 DSLR Camera",
"price": "$1,999.95",
"rating": "4.8",
"reviews": "3.1K",
"store": "Best Buy",
"delivery": "Get it by Feb 21 (Free)",
"rank": "14",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:15134843017503796233,mid:576462298313692375,oid:5274774073599489947,iid:14811522604329515720,rds:UENfMTUxMzQ4NDMwMTc1MDM3OTYyMzN8UFJPRF9QQ18xNTEzNDg0MzAxNzUwMzc5NjIzMw%3D%3D&pvs=0"
},
{
"name": "Sony a7 II Alpha Mirrorless Digital Camera",
"price": "$924.95",
"rating": "4.7",
"reviews": "3K",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "15",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:9843507259600683055,mid:1152098293,oid:3298735494360779286,iid:16460006001803999510,rds:UENfOTg0MzUwNzI1OTYwMDY4MzA1NXxQUk9EX1BDXzk4NDM1MDcyNTk2MDA2ODMwNTU%3D&pvs=0"
},
{
"name": "Canon EOS C400 6K Full Frame Cinema Camera",
"price": "$7,999.00",
"rating": "5.0",
"reviews": "18",
"store": "B&H Photo-Video-Audio",
"delivery": "Get it by Tue (Free)",
"rank": "16",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1370395338943972772,mid:576462783269548497,oid:5406940148327077620,iid:12624199787745211697,rds:UENfMTM3MDM5NTMzODk0Mzk3Mjc3MnxQUk9EX1BDXzEzNzAzOTUzMzg5NDM5NzI3NzI%3D&pvs=0"
},
{
"name": "Sony Alpha a7R III Mirrorless Camera",
"price": "$1,019.00",
"rating": "4.8",
"reviews": "1.7K",
"store": "MPB",
"delivery": "Free delivery",
"rank": "17",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:12341491740991855474,mid:576462331713065069,oid:4752750940498276987,iid:16636588406600571609,rds:UENfMTIzNDE0OTE3NDA5OTE4NTU0NzR8UFJPRF9QQ18xMjM0MTQ5MTc0MDk5MTg1NTQ3NA%3D%3D&pvs=0"
},
{
"name": "Canon EOS R6 Mark II Mirrorless Camera 24-105mm Lens",
"price": "$2,299.00",
"rating": "4.8",
"reviews": "1.7K",
"store": "Canon",
"delivery": "",
"rank": "18",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:14636930435103823651,mid:576462440853044345,oid:7886363220010751528,iid:461663640530569890,rds:UENfMTQ2MzY5MzA0MzUxMDM4MjM2NTF8UFJPRF9QQ18xNDYzNjkzMDQzNTEwMzgyMzY1MQ%3D%3D&pvs=0"
},
{
"name": "Sony Alpha a7R V Mirrorless Camera",
"price": "$2,759.00",
"rating": "4.7",
"reviews": "1.4K",
"store": "E-Infinity Online Camera Store",
"delivery": "Get it by Feb 25 (Free)",
"rank": "19",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:6538827856569359403,mid:576462502586022240,oid:11254097190113678886,iid:3425984678388725189,rds:UENfNjUzODgyNzg1NjU2OTM1OTQwM3xQUk9EX1BDXzY1Mzg4Mjc4NTY1NjkzNTk0MDM%3D&pvs=0"
},
{
"name": "Nikon Z fc Mirrorless Camera Lens",
"price": "$856.95",
"rating": "4.7",
"reviews": "597",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "20",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1298624908134175836,mid:576462616285363913,oid:6736210041090025307,iid:8782992290440441116,rds:UENfMTI5ODYyNDkwODEzNDE3NTgzNnxQUk9EX1BDXzEyOTg2MjQ5MDgxMzQxNzU4MzY%3D&pvs=0"
},
{
"name": "Canon EOS RP Mirrorless Digital Camera Lens",
"price": "$609.95",
"rating": "4.8",
"reviews": "880",
"store": "Walmart - 6AVE Electronics",
"delivery": "Free delivery",
"rank": "21",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:18115884153522104340,mid:576462852948215322,oid:6528665411857855501,iid:1707680845195051414,rds:UENfMTgxMTU4ODQxNTM1MjIxMDQzNDB8UFJPRF9QQ18xODExNTg4NDE1MzUyMjEwNDM0MA%3D%3D&pvs=0"
},
{
"name": "Open Box, Unused Sony Alpha Full Frame Ilce-7m2k/bq In5 Mirrorless",
"price": "$266.91",
"rating": "",
"reviews": "",
"store": "detec.in",
"delivery": "",
"rank": "22",
"product_link": ""
},
{
"name": "Canon EOS R1 Mirrorless Camera",
"price": "$6,299.00",
"rating": "4.9",
"reviews": "38",
"store": "Canon",
"delivery": "",
"rank": "23",
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}
],
"info": "200 SUCCESS",
"next_start": 40
}
product_query
country_code
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