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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",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:6676326948068418157,mid:576462853225163312,oid:14768802400905637157,iid:10228138002962871484,rds:UENfNjY3NjMyNjk0ODA2ODQxODE1N3xQUk9EX1BDXzY2NzYzMjY5NDgwNjg0MTgxNTc%3D&pvs=0"
},
{
"name": "Sony Alpha a7C II Mirrorless Camera",
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"reviews": "706",
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"delivery": "Get it by Tue (Free)",
"rank": "24",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:13446016673576113803,mid:576462857762573827,oid:10066815487789387758,iid:3803806270213389225,rds:UENfMTM0NDYwMTY2NzM1NzYxMTM4MDN8UFJPRF9QQ18xMzQ0NjAxNjY3MzU3NjExMzgwMw%3D%3D&pvs=0"
},
{
"name": "Sony Alpha 7C",
"price": "$1,498.00",
"rating": "4.7",
"reviews": "1.5K",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "25",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:10529622958895628748,mid:576462628784644640,oid:16675847165282736681,iid:18196875973354965632,rds:UENfMTA1Mjk2MjI5NTg4OTU2Mjg3NDh8UFJPRF9QQ18xMDUyOTYyMjk1ODg5NTYyODc0OA%3D%3D&pvs=0"
},
{
"name": "Canon EOS-1D X Mark II DSLR Camera",
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"reviews": "400",
"store": "B&H Photo-Video-Audio",
"delivery": "Get it tomorrow (Free)",
"rank": "26",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:8952278652642859990,mid:576462233909010542,oid:442681101909852089,iid:12637282530305080683,rds:UENfODk1MjI3ODY1MjY0Mjg1OTk5MHxQUk9EX1BDXzg5NTIyNzg2NTI2NDI4NTk5OTA%3D&pvs=0"
},
{
"name": "Sigma fp L Mirrorless Camera with EVF-11 Electronic Viewfinder",
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"rating": "4.3",
"reviews": "9",
"store": "Sigma Corporation of America",
"delivery": "",
"rank": "27",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:16614716364187069944,mid:576462477294557098,oid:11982671725349230536,iid:7117438029875439370,rds:UENfMTY2MTQ3MTYzNjQxODcwNjk5NDR8UFJPRF9QQ18xNjYxNDcxNjM2NDE4NzA2OTk0NA%3D%3D&pvs=0"
},
{
"name": "Canon EOS 5D Mark IV",
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"rating": "4.8",
"reviews": "4.7K",
"store": "Canon",
"delivery": "",
"rank": "28",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:18266594071975640831,mid:576462235220804575,oid:6512901456437240718,iid:7921043885130920686,rds:UENfMTgyNjY1OTQwNzE5NzU2NDA4MzF8UFJPRF9QQ18xODI2NjU5NDA3MTk3NTY0MDgzMQ%3D%3D&pvs=0"
},
{
"name": "Leica Sl (typ 601) Full-frame Mirrorless Digital Camera + Accessories",
"price": "$1,654.50",
"rating": "4.8",
"reviews": "31",
"store": "eBay",
"delivery": "",
"rank": "29",
"product_link": ""
},
{
"name": "Leica SL2 Mirrorless Camera",
"price": "$2,864.95",
"rating": "4.7",
"reviews": "92",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "30",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1887603567155044958,mid:576462810762148130,oid:1876217873196137459,iid:8808766061892743455,rds:UENfMTg4NzYwMzU2NzE1NTA0NDk1OHxQUk9EX1BDXzE4ODc2MDM1NjcxNTUwNDQ5NTg%3D&pvs=0"
},
{
"name": "Sony a1 II Mirrorless Camera",
"price": "$6,498.00",
"rating": "4.7",
"reviews": "48",
"store": "B&H Photo-Video-Audio",
"delivery": "Free delivery",
"rank": "31",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:983532920095735098,mid:576462815739192925,oid:6429800923014078248,iid:15910208672969760203,rds:UENfOTgzNTMyOTIwMDk1NzM1MDk4fFBST0RfUENfOTgzNTMyOTIwMDk1NzM1MDk4&pvs=0"
},
{
"name": "Hasselblad 907X & CFV 100C Medium Format Mirrorless Camera",
"price": "$8,199.00",
"rating": "4.7",
"reviews": "20",
"store": "Hasselblad US",
"delivery": "Free delivery",
"rank": "32",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:16505810560678297373,mid:576462854417352685,oid:5286020318174291156,iid:1680825189319651970,rds:UENfMTY1MDU4MTA1NjA2NzgyOTczNzN8UFJPRF9QQ18xNjUwNTgxMDU2MDY3ODI5NzM3Mw%3D%3D&pvs=0"
},
{
"name": "Canon EOS R8 Mirrorless Camera",
"price": "$1,299.00",
"rating": "4.7",
"reviews": "830",
"store": "Canon",
"delivery": "",
"rank": "33",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1782961160848679117,mid:576462791368104341,oid:14909740356526627157,iid:1001635349130789498,rds:UENfMTc4Mjk2MTE2MDg0ODY3OTExN3xQUk9EX1BDXzE3ODI5NjExNjA4NDgid:576462815739192925,oid:6429800923014078248,iid:15910208672969760203,rds:UENfOTgzNTMyOTIwMDk1NzM1MDk4&pvs=0"
},
{
"name": "Canon EOS R8 Mirrorless Camera",
"price": "$1,299.00",
"rating": "4.7",
"reviews": "830",
"store": "Canon",
"delivery": "",
"rank": "33",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1782961160848679117,mid:576462791368104341,oid:14909740356526627157,iid:1001635349130789498,rds:UENfMTc4Mjk2MTE2MDg0ODY3OTExN3xQUk9EX1BDXzE3ODI5NjExNjA4NDg0"
},
{
"name": "Canon EOS R8 Mirrorless Camera",
"price": "$1,299.00",
"rating": "4.7",
"reviews": "830",
"store": "Canon",
"delivery": "",
"rank": "33",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:1782961160848679117,mid:576462791368104341,oid:14909740356526627157,iid:1001635349130789498,rds:UENfMTc4Mjk2MTE2MDg0ODY3OTExN3xQUk9EX1BDXzE3ODI5NjExNjA4NDg2NzkxMTc%3D&pvs=0"
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{
"name": "Sony Alpha 1 Mirrorless Camera",
"price": "$4,999.99",
"rating": "4.6",
"reviews": "694",
"store": "Sony",
"delivery": "Get it by Tue (Free)",
"rank": "34",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:4357032246465303598,mid:576462634439013532,oid:18263611711795346620,iid:10174275043948366684,rds:UENfNDM1NzAzMjI0NjQ2NTMwMzU5OHxQUk9EX1BDXzQzNTcwMzIyNDY0NjUzMDM1OTg%3D&pvs=0"
},
{
"name": "Panasonic Lumix S5 Mirrorless Camera",
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"rating": "4.8",
"reviews": "730",
"store": "Amazon.com - Seller",
"delivery": "Free delivery",
"rank": "35",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:18439204301430952894,mid:576462302638627562,oid:8979385284745870379,iid:5094768002709468374,rds:UENfMTg0MzkyMDQzMDE0MzA5NTI4OTR8UFJPRF9QQ18xODQzOTIwNDMwMTQzMDk1Mjg5NA%3D%3D&pvs=0"
},
{
"name": "NIKON Z7 II Mirrorless Camera Body",
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"rating": "4.7",
"reviews": "456",
"store": "Best Buy",
"delivery": "Get it by Feb 21 (Free)",
"rank": "36",
"product_link": ""
},
{
"name": "Z CAM E2-F6 Full-Frame 6K Cinema Camera",
"price": "$2,999.00",
"rating": "4.7",
"reviews": "39",
"store": "B&H Photo-Video-Audio",
"delivery": "Get it by Tue (Free)",
"rank": "37",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:5984101820792153478,mid:576462859589057004,oid:17154810868951725681,iid:8655995901624658830,rds:UENfNTk4NDEwMTgyMDc5MjE1MzQ3OHxQUk9EX1BDXzU5ODQxMDE4MjA3OTIxNTM0Nzg%3D&pvs=0"
},
{
"name": "Canon EOS R5",
"price": "$3,399.00",
"rating": "4.8",
"reviews": "2.7K",
"store": "Canon",
"delivery": "",
"rank": "38",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:10084536348044047813,mid:576462324842531883,oid:3973360032030243765,iid:16525305869865485019,rds:UENfMTAwODQ1MzYzNDgwNDQwNDc4MTN8UFJPRF9QQ18xMDA4NDUzNjM0ODA0NDA0NzgxMw%3D%3D&pvs=0"
},
{
"name": "Sony A9 III Mirrorless Camera",
"price": "$5,998.00",
"rating": "4.6",
"reviews": "88",
"store": "Macy's",
"delivery": "Get it by Feb 20 (Free)",
"rank": "39",
"product_link": "https://www.google.com/search?start=0&q=laptop&gl=us&udm=28#oshop=apv&oshopproduct=gid:7788234384182011769,mid:576462762325635033,oid:13809879869987355395,iid:16857326054841060324,rds:UENfNzc4ODIzNDM4NDE4MjAxMTc2OXxQUk9EX1BDXzc3ODgyMzQzODQxODIwMTE3Njk%3D&pvs=0"
}
],
"info": "200 SUCCESS",
"next_start": 40
}
product_query
country_code
start
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Six ways to use ScrapingBee for web harvesting
From a general web scrape to JavaScript rendering, our simple API does it all.
Bypass Anti-Bot Technology
Data Extraction
JavaScript scenario
Screenshots
Search Engine Result Page
No code web scraping
Simple, transparent pricing.
Frequently Asked Questions
Related Articles
Quickly gather accurate, up-to-date Google Shopping data from anywhere in the world.
Extract detailed product data, including prices, seller information, and customer reviews.
Receive output in a clean, structured JSON format.
Searches
API Credits
Concurrent requests
Geotargeting
Screenshots, Extraction Rules, Google Search API
Priority Email Support
Dedicated Account Manager
Team Management
All prices are exclusive of VAT.
This tool enables users to extract data directly from Google Shopping search results. Users can customize their requests by specifying parameters like search queries, country codes, and pagination.
The Google Shopping API wrapper uses advanced scraping techniques, including JavaScript scenarios and custom extraction rules, to retrieve detailed product information such as name, price, ratings, reviews, and more
Our Google Shopping Result API provides the data in JSON format, which is both human-readable and easy for systems to process.
To use the Google Shopping API, first sign up to get a free API key, install the ScrapingBee Python SDK, and set up the API client with your key. Then, provide your desired search query and parameters like the country code and start index.
No, using our Google Shopping API wrapper will not lead to any restrictions or blocks from Google. Our API is specifically designed to handle all web scraping activities on your behalf, keeping your IP address hidden and protecting you from potential bans and other risks associated with web scraping.
