Google Shopping Results Scraping API

Name: ScrapingBee
Brand: ScrapingBee
Rating: 4.9 (38 reviews)

Scrape Google Shopping data, allowing you to transform it into a competitive advantage. Real-time pricing data, product tracking, global market coverage — all with a single API call.

Enables you to monitor any product across every market. In real-time.

From prices to reviews to seller ratings - every data point you need.

Try our Google Shopping Scraper to quickly start scraping Google Shopping Data. Receive clean, structured JSON.

based on 100+ reviews.

Built for Businesses That Win

Competitive intelligence shouldn't be complicated. Our Google Shopping API helps you scrape the data you need.

Never Lose on Price

See competitor product price changes. Adjust your strategy. Win more customers.

Dominate Search Results

Track your product rankings in Google Shopping search results in real-time. Analyze and understand what moves the needle. Optimize continuously.

Turn Reviews into Revenue

Monitor customer sentiment across the market. Identify opportunities. Outperform the competition.

From API Call to Actionable Data. Collect Google Shopping Results Data In Seconds With Our API

Start gathering competitive intelligence today. No complex setups. No learning curves. Run our ready-to-use code now.

Input parameters

search_query

Product or item to be searched for on Google Shopping.

country_code

Geographic location where the search should be conducted.

start

Starting point for the search results pagination.

Input

                      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))

Output

                      {"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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    "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",
    "price": "$2,199.99",
    "rating": "4.7",
    "reviews": "706",
    "store": "Sony",
    "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",
    "price": "$2,999.00",
    "rating": "4.8",
    "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",
    "price": "$2,999.00",
    "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",
    "price": "$2,299.00",
    "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"
  },
  {
    "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",
    "price": "$1,297.99",
    "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",
    "price": "$1,999.99",
    "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 parameters

product_query

Product or item to be searched for on Google Shopping.

country_code

Geographic location where the search should be conducted.

start

Starting point for the search results pagination.

Input

                      (function() {

  class CodeBlockComponent extends HTMLElement {
    
    constructor() {
      super();
      this.attachShadow({ mode: "open" });
    }
    
    bindEvents() {
      const { shadowRoot } = this;
      const copyButton = shadowRoot.querySelector('#copy-button'); 
      copyButton.addEventListener("click", () => {
          this.copyCode();                   
      });
    }

Output

                      (function() {

  class CodeBlockComponent extends HTMLElement {
    
    constructor() {
      super();
      this.attachShadow({ mode: "open" });
    }
    
    bindEvents() {
      const { shadowRoot } = this;
      const copyButton = shadowRoot.querySelector('#copy-button'); 
      copyButton.addEventListener("click", () => {
          this.copyCode();                   
      });
    }

                      
                        (function() {

  class CodeBlockComponent extends HTMLElement {
    
    constructor() {
      super();
      this.attachShadow({ mode: "open" });
    }
    
    bindEvents() {
      const { shadowRoot } = this;
      const copyButton = shadowRoot.querySelector('#copy-button'); 
      copyButton.addEventListener("click", () => {
          this.copyCode();                   
      });
    }

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Unlike basic scrapers, our API is purpose-built for business intelligence. Advanced proxy rotation, JavaScript rendering, and intelligent extraction rules ensure you get accurate data every time. No manual intervention needed.

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Everything that matters for market analysis: real-time prices, product details, seller information, customer reviews, ratings, delivery options, and ranking positions. All delivered in clean, ready-to-analyze JSON format.

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Python Web Scraping: Full Tutorial With Examples (2025)

Learn about web scraping in Python with this step-by-step tutorial. We will cover almost all of the tools Python offers to scrape the web. From Requests to BeautifulSoup, Scrapy, Selenium and more.

Kevin Sahin 27 May 2025

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Python Web Scraping: Full Tutorial With Examples (2025)