Does Google have its own e-commerce platform? Yes. Google Shopping is an e-commerce service provided by Google that allows users to search, view and compare products.
In today's data-driven business environment, Google Shopping result data contains huge business value, such as market insights, price analysis, consumer trend prediction, etc., which is of great strategic significance to various enterprises and market researchers.
However, traditional crawling methods may face problems such as high technical barriers, low efficiency, and inaccurate data. Is there a simple and effective way to solve these problems?
In this tutorial, you can crawl Google Shopping results on a large scale in a few minutes without touching crawling technology.
What Is Google Shopping?
Google Shopping (formerly known as Google Products Search, Google Products, and Froogle) is a platform that enhances the online shopping experience by aggregating product information from various retailers. Google Shopping allows users to browse, compare, and purchase products from different suppliers.
Google Shopping not only provides consumers with the opportunity to choose the best products among thousands of brands, but also brings benefits to retailers. When users click on a product link, they are redirected to the vendor's website to make the purchase; thus, Google Shopping is a solution for businesses to advertise their products online.
For more information on how Google Shopping works, see the documentation tutorial.
Overview of Google Shopping Results Page Structure
- Search bar: Allows users to search for any product on Google Shopping.
- Product list: Lists all products with details of the searched product.
- Filters: Allows you to apply any filter to the search, such as price range, color, style, etc.
- Sort options: This drop-down list enables you to sort the search based on multiple attributes, such as price ascending, price descending, popularity, etc.
- Product list displays individual products with the following product attributes: product name, price, retailer or store name, shipping information.
Why Is Google Shopping Results Crawling Helpful
Competitor analysis
On Google Shopping, you can collect many parameters of products. Data includes product size, material, color, etc. This information can help you better understand the position, strengths and weaknesses of your competitors. Ultimately, you can better position yourself in the market.
Price monitoring
As mentioned earlier, a Google Shopping scraper provides price comparison services. Customers browse this site to find the best deal. And industry professionals like you can see how competitors price their products. Monitoring dynamic prices will help you develop a successful pricing strategy.
Consumer feedback collection
Information such as user reviews and ratings on Google Shopping is crucial to product improvement and user experience optimization. Reviews are a true reflection of the actual experience of the product, which can guide sellers to clearly improve the direction of improvement. For example, the problem of short battery life of electronic products can be optimized accordingly; ratings intuitively reflect product quality and affect purchase decisions. High ratings help conversions, and low ratings need to be improved.
Is Google Shopping easy to crawl?
Scrape Google Shopping can be a non-trivial task. Not only is Google Shopping good at detecting automated requests, but it also requires parsing JavaScript, which is an "expensive" operation that slows down the crawling process.
Therefore, to ensure that you can crawl and parse various types of Google Shopping pages effortlessly, it is best to rely on a high-quality crawling solution, such as Scrapeless's Google Shopping API. This API is specifically designed to address the challenges of Google's crawling process and allows you to collect accurate, real-time data around the world. If you want to extract data from the Google search engine, check out our other tutorial on how to crawl Google search results.
Scrapeless: An Effective Google Shopping Scraper
Scrapeless Google Shopping API is an affordable, stable, and secure API service. It helps you get product results within 3 minutes. You only need to simply configure the parameters and input your API token.
Why do businesses choose Scrapeless?
- 🔴 Cost-saving: Google Shopping API only needs $0.80. After subscription, you can get a 10% discount!
- 🔴 Accurate Data: Our developers constantly analyze Google's scraping algorithms and restrictions to ensure the API is updated and optimized.
- 🔴 Stable and High Success Rate: Scrapeless guarantees a 99% success rate and reliability. The stability and accuracy of Google Trends scraping have reached nearly 100%! Currently, the average response time is around 1-2 seconds, significantly faster than most API providers. Moreover, data is returned in a standardized JSON format, making it ready for immediate use.
Scrapeless has already earned the trust of over 2,000 enterprise users! Join Discord now to claim your Free Trial! Only 1,000 spots are available for a limited time—act fast!
Detailed steps
Step 1. Obtain Your API Key
To get started, you’ll need to obtain your API Key from the Scrapeless Dashboard:
- Log in to the Scrapeless Dashboard.
- Navigate to API Key Management.
- Click Create to generate your unique API Key.
- Once created, simply click on the API Key to copy it.
Step 2: Use Your API Key in the Code
You can now use your API Key to integrate Scrapeless into your project. Follow these steps to test and implement the API.
- Visit the API Documentation.
- Click "Try it out" for the desired endpoint.
- Configure the parameters you need in the code body.
Here is my body request:
{
"actor": "scraper.google.shopping",
"input": {
"engine": "google_shopping",
"q": "Macbook M4"
}
}
- Replace the keyword
qwith the one you want to query. - The engine parameter is mandatory, and its value must be
google_shopping. However, you can add more specific parameters, such asgoogle_scholar_author. - Common parameters:
| Parameter | Required | Description |
|---|---|---|
engine |
TRUE | Set to google_shopping to use this API. |
q |
TRUE | Search query (e.g., Macbook M4). |
location |
FALSE | Defines from where you want the search to originate. |
hl |
FALSE | Language setting (default: en). |
uule |
FALSE | Google encoded location you want to use for the search. |
- Enter your API Key in the "Auth" field.
- Click "Send" to get the scraping response.
You can also directly integrate our reference code into your program. Just replace your_token with the token you applied for:
import json
import requests
class Payload:
def __init__(self, actor, input_data):
self.actor = actor
self.input = input_data
def send_request():
host = "api.scrapeless.com"
url = f"https://{host}/api/v1/scraper/request"
token = your_token ## replace with your API Token
headers = {
"x-api-token": token
}
input_data = {
"engine": "google_scholar",
"q": "biology",
}
payload = Payload("scraper.google.scholar", input_data)
json_payload = json.dumps(payload.__dict__)
response = requests.post(url, headers=headers, data=json_payload)
if response.status_code != 200:
print("Error:", response.status_code, response.text)
return
print("body", response.text)
if __name__ == "__main__":
send_request()
Here are some of my crawling results for reference:
{
"filters": [
{
"option": [
{
"text": "On sale",
"link": "https://www.google.com//search?gl=us&hl=en&q=Macbook+M4+sale&tbs=&udm=28&shoprs=CAESBEoCGAEYBioKbWFjYm9vayBtNDITCAYSB09uIHNhbGUYAiIESgIYAViLqiBgAg&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAB6BAgcEAU"
},
{
"text": "Get it by Fri",
"link": "https://www.google.com//search?gl=us&hl=en&q=macbook+m4&tbs=&udm=28&shoprs=CAESDZoBCgoIEAI4AUAFSAEYFCoKbWFjYm9vayBtNDImCBQSDUdldCBpdCBieSBGcmkiDZoBCgoIEAI4AUAFSAEqBBABGAFgAg&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAF6BAgcEAY"
},
{
"text": "Used",
"link": "https://www.google.com//search?gl=us&hl=en&q=used+Macbook+M4&tbs=&udm=28&shoprs=CAEYCioKbWFjYm9vayBtNDIICAoSBFVzZWRYi6ogYAI&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAJ6BAgcEAc"
},
{
"text": "Small business",
"link": "https://www.google.com//search?gl=us&hl=en&q=macbook+m4&tbs=&udm=28&shoprs=CAESAmoAGBYqCm1hY2Jvb2sgbTQyHAgWEg5TbWFsbCBidXNpbmVzcyICagAqBBABGAFgAg&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAN6BAgcEAg"
}
]
},
{
"type": "Sort by",
"option": [
{
"text": "Price: low to high",
"link": "https://www.google.com//search?gl=us&hl=en&q=macbook+m4&tbs=&udm=28&shoprs=CAEYFyoKbWFjYm9vayBtNDIcCBcSElByaWNlOiBsb3cgdG8gaGlnaCoEEAEYAWACiAEB&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAB6BAgcEAw"
},
{
"text": "Price: high to low",
"link": "https://www.google.com//search?gl=us&hl=en&q=macbook+m4&tbs=&udm=28&shoprs=CAEYFyoKbWFjYm9vayBtNDIcCBcSElByaWNlOiBoaWdoIHRvIGxvdyoEEAEYAWACiAEC&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAF6BAgcEA0"
}
]
},
{
"type": "Installed Memory",
"option": [
{
"text": "Under 24 GB RAM",
"link": "https://www.google.com//search?gl=us&hl=en&q=under+24+gb+ram+macbook+m4&tbs=&udm=28&shoprs=CAESESoPCLCmPhIJEQAAAAAAADhAGAEqCm1hY2Jvb2sgbTQyNAgBEg9VbmRlciAyNCBHQiBSQU0iESoPCLCmPhIJEQAAAAAAADhAKgIYAToICLCmPhAAMAZYi6ogYAI&sa=X&ved=2ahUKEwiC9Z3g-eKLAxVuLVkFHdX4HYAQ268JKAB6BAgcEBE"
},
Scrapeless Deep SerpApi is ready!
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✅ It has built-in 20+ Google Search API scenario interfaces and is connected to the data of mainstream search engines.
✅ It covers 20+ data types, such as search results, news, videos, and images.
✅ It supports historical data updates within the past 24 hours.
Deep SerpApi will fully consider the needs of AI developers! We will simplify the process of integrating dynamic web information into AI-driven solutions and ultimately realize an ALL-in-One API that allows one-click search and extraction of web data. Moreover, we will maintain the lowest price in this field for a long time: $0.1-$0.3/1K queries.
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Further reading
- How to scrape Google Search results?
- How can we get public addresses and phone numbers in Google Maps?
- Detailed Steps to scrape Google Trends data
- How to track the cheapest flight in Google Flights?
- How to scrape Google Scholar data easily and quickly?
- How to find your ideal data in Google Jobs?
Can I Use Scrapeless to Crawl other Shopping Data?
Surely! Scrapeless also provides users with powerful interfaces for other e-commerce platforms. You can use Scrapeless to easily crawl all popular e-commerce platforms, providing you with great convenience and accurate information.
Amazon Scraping API
Easily collect Amazon data like ASINs, seller names, merchant IDs, product titles, URLs, images, brands, overviews, descriptions, and more. With Scrapeless, you get full control, flexibility, and scalability — no need to manage proxies, infrastructure, or worry about blocks.
Lazada Scraping API
Efficiently collect real-time product data, pricing, reviews, and trends from Lazada. Scrapeless automates key tasks, optimizing data management and streamlining operations for improved efficiency.
Shein Scraping API
Scrapeless SHEIN Scraper API is a comprehensive and flexible data scraping tool designed for data extraction from e-commerce platforms, especially for merchants who need to extract a large amount of product, review, price and market trend data from SHEIN.
Shopee Scraping API
Effortlessly scrape product details, pricing, and more from Shopee, bypassing anti-scraping barriers for seamless scalability and control.
Wrap-up
Google Shopping scraper is essential if you want to retrieve accurate data on products and prices of your biggest competitors and make data-driven decisions to scale your business!
We hope that this tutorial was clear and will help make data collection activities easier and smoother. You can also find all the necessary code files in our API documentation. But if you still have any questions, feel free to contact us.
FAQs:
Does Google Shopping have an API?
Google used to offer a shopping search API. But Google shut it down on September 16, 2013. This decision scared many retailers at the time because without this tool, they might lose knowledge of the market. Currently there is a shopping content API on Google that enables retailers to control and track their ads and products.
Is it legal to scrape Google shopping data?
Generally speaking, as long as you strictly follow all regulations on collecting public data and make sure that the information you are scraping is public. In most cases, data scraping is not illegal. But we still strongly recommend that you read the platform's terms of service before launching a scraper to extract data to avoid any unexpected unpleasantness.
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