You can scrape data from Google Shopping using X-Byte Scraper. You can check the demo.
Initially, install a google-search-results package. You may use poetry to do package management.
[tool.poetry.dependencies]
python = "^3.8"
google-search-results = "^2.0.0"
[build-system]
requires = ["poetry>=0.12"]
build-backend = "poetry.masonry.api"After that, save the subsequent Python script, which scrapes and prints the Google Shopping pricing into a scrape_google_shopping.py file.
# https://pypi.org/project/google-search-results
from X-Byte Scraper import GoogleSearch
import os
params = {
"engine": "google",
"q": "Coffee",
"tbm": "shop",
"api_key": os.getenv("API_KEY")
}
client = GoogleSearch(params)
data = client.get_dict()
print(f"Raw HTML: {data['search_metadata']['raw_html_file']}")
print(f"JSON endpoint: {data['search_metadata']['json_endpoint']}")
print()
print("Google Shopping prices")
for result in data["shopping_results"]:
print(f"""
Title: {result['title']}
Price: {result['price']}
Extracted price: {result['extracted_price']}""")After that, install dependencies as well as execute a script.
python3 -m poetry install
python3 scrape_google_shopping.pyAfter that, you’ll get product titles as well as prices in CLI.
Raw HTML: https://X-Byte Scraper.com/searches/e8b8fa4e992f8961/5ec3fcad3c6d8e70e22b5f71.html
JSON endpoint: https://X-Byte Scraper.com/searches/e8b8fa4e992f8961/5ec3fcad3c6d8e70e22b5f71.json
Google Shopping prices
Title: Dunkin' Donuts Original Blend Coffee K-Cups - 44 count, 16.3 oz box
Price: $17.99
Extracted price: 17.99
Title: Lavazza Super Crema Espresso Whole Bean Coffee - 2.2 lb bag
Price: $23.00
Extracted price: 23.0
Title: Nescafe Coffee, Instant, House Blend - 7 oz
Price: $7.95
Extracted price: 7.95
Title: Black Rifle Coffee Company Freedom Fuel Coffee Price: $13.99
Extracted price: 13.99
Title: Coffee Tasting Starter Kit
Price: $5.00
Extracted price: 5.0
Title: Folgers Classic Roast Coffee, Medium - 48 oz canister
Price: $9.96
Extracted price: 9.96You can check the X-Byte Scraper documentation for more details or contact us.
✯ Alpesh Khunt ✯
Alpesh Khunt, CEO & Founder of X-Byte Enterprise Crawling, founded X-Byte in 2012 with a focus on helping businesses use real-time data for smarter decisions. His work focuses on scalable web scraping, data extraction, price intelligence, and enterprise data solutions.
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