├── .python-version ├── src └── amazon_scraper │ ├── __init__.py │ ├── models.py │ ├── exception.py │ ├── __main__.py │ ├── collector.py │ └── scraper.py ├── Amazon-Scraper-API-1090x275.png ├── Scrape Amazon data with Web Scraper API.png ├── .gitignore ├── Makefile ├── code_examples ├── amazon_pricing.py ├── amazon_reviews.py ├── amazon_sellers.py ├── amazon_questions.py ├── amazon.py ├── amazon_product.py ├── amazon_bestsellers.py └── amazon_search.py ├── .flake8 ├── pyproject.toml ├── .pre-commit-config.yaml ├── README.md └── poetry.lock /.python-version: -------------------------------------------------------------------------------- 1 | 3.11.4 2 | -------------------------------------------------------------------------------- /src/amazon_scraper/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Amazon-Scraper-API-1090x275.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oxylabs/amazon-scraper/HEAD/Amazon-Scraper-API-1090x275.png -------------------------------------------------------------------------------- /Scrape Amazon data with Web Scraper API.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oxylabs/amazon-scraper/HEAD/Scrape Amazon data with Web Scraper API.png -------------------------------------------------------------------------------- /src/amazon_scraper/models.py: -------------------------------------------------------------------------------- 1 | """ 2 | Pydantic models for Amazon scraper. 3 | """ 4 | 5 | from pydantic import BaseModel 6 | 7 | 8 | class Product(BaseModel): 9 | title: str 10 | url: str 11 | asin_code: str 12 | image_url: str 13 | price: str | None 14 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | #mypy cache 7 | .mypy_cache 8 | 9 | # Environments 10 | .env 11 | .venv 12 | env/ 13 | venv/ 14 | ENV/ 15 | env.bak/ 16 | venv.bak/ 17 | 18 | # Generated CSV files 19 | *.csv 20 | 21 | .vscode/ 22 | -------------------------------------------------------------------------------- /src/amazon_scraper/exception.py: -------------------------------------------------------------------------------- 1 | """ 2 | Module for base exception class. 3 | """ 4 | 5 | 6 | class BaseException(Exception): 7 | """Base exception class""" 8 | 9 | message: str = "" 10 | 11 | def __init__(self, message: str | None = None) -> None: 12 | super().__init__(message or self.message) 13 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | # Makefile for running Amazon scraper 2 | 3 | 4 | .PHONY: install 5 | install: 6 | pip install poetry==1.8.2 7 | poetry install 8 | 9 | 10 | .PHONY: scrape 11 | scrape: 12 | @if [ -z "$(URL)" ]; then \ 13 | echo 'Error: A URL of an Amazon page is required. Use make scrape URL=""'; \ 14 | exit 1; \ 15 | else \ 16 | poetry run python -m amazon_scraper --url="$(URL)"; \ 17 | fi 18 | -------------------------------------------------------------------------------- /code_examples/amazon_pricing.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon_pricing', 8 | 'domain': 'nl', 9 | 'query': 'B09RX4KS1G', 10 | 'parse': True, 11 | } 12 | 13 | 14 | # Get response. 15 | response = requests.request( 16 | 'POST', 17 | 'https://realtime.oxylabs.io/v1/queries', 18 | auth=('user', 'pass1'), 19 | json=payload, 20 | ) 21 | 22 | # Print prettified response to stdout. 23 | pprint(response.json()) 24 | -------------------------------------------------------------------------------- /code_examples/amazon_reviews.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon_reviews', 8 | 'domain': 'nl', 9 | 'query': 'B09RX4KS1G', 10 | 'parse': True, 11 | } 12 | 13 | 14 | # Get response. 15 | response = requests.request( 16 | 'POST', 17 | 'https://realtime.oxylabs.io/v1/queries', 18 | auth=('user', 'pass1'), 19 | json=payload, 20 | ) 21 | 22 | # Print prettified response to stdout. 23 | pprint(response.json()) 24 | -------------------------------------------------------------------------------- /code_examples/amazon_sellers.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon_sellers', 8 | 'domain': 'de', 9 | 'query': 'ABNP0A7Y0QWBN', 10 | 'parse': True 11 | } 12 | 13 | 14 | # Get response. 15 | response = requests.request( 16 | 'POST', 17 | 'https://realtime.oxylabs.io/v1/queries', 18 | auth=('user', 'pass1'), 19 | json=payload, 20 | ) 21 | 22 | # Print prettified response to stdout. 23 | pprint(response.json()) 24 | -------------------------------------------------------------------------------- /code_examples/amazon_questions.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon_questions', 8 | 'domain': 'nl', 9 | 'query': 'B09RX4KS1G', 10 | 'parse': True, 11 | } 12 | 13 | 14 | # Get response. 15 | response = requests.request( 16 | 'POST', 17 | 'https://realtime.oxylabs.io/v1/queries', 18 | auth=('user', 'pass1'), 19 | json=payload, 20 | ) 21 | 22 | # Print prettified response to stdout. 23 | pprint(response.json()) 24 | -------------------------------------------------------------------------------- /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | min_python_version = 3.11 3 | max-line-length = 88 4 | ban-relative-imports = true 5 | format-greedy = 1 6 | inline-quotes = double 7 | mypy-init-return = true 8 | enable-extensions = TC, TC1 9 | type-checking-exempt-modules = typing, typing-extensions 10 | eradicate-whitelist-extend = ^-.*; 11 | extend-ignore = 12 | E203, 13 | SIM106, 14 | E501, 15 | INP001, 16 | W503, 17 | ANN001, 18 | ANN201, 19 | ANN002, 20 | ANN003, 21 | ANN101, 22 | ANN102, 23 | ANN204, 24 | ANN205, 25 | FS001, 26 | SIM119, 27 | -------------------------------------------------------------------------------- /code_examples/amazon.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon', 8 | 'url': 'https://www.amazon.co.uk/dp/B0BDJ279KF', 9 | 'parse': True 10 | } 11 | 12 | # Get response. 13 | response = requests.request( 14 | 'POST', 15 | 'https://realtime.oxylabs.io/v1/queries', 16 | auth=('user', 'pass1'), # Your credentials go here 17 | json=payload, 18 | ) 19 | 20 | # Instead of response with job status and results url, this will return the 21 | # JSON response with results. 22 | pprint(response.json()) 23 | -------------------------------------------------------------------------------- /code_examples/amazon_product.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | # Structure payload. 5 | payload = { 6 | 'source': 'amazon_product', 7 | 'domain': 'nl', 8 | 'query': 'B09RX4KS1G', 9 | 'parse': True, 10 | 'context': [ 11 | { 12 | 'key': 'autoselect_variant', 'value': True 13 | }, 14 | ], 15 | } 16 | 17 | # Get response. 18 | response = requests.request( 19 | 'POST', 20 | 'https://realtime.oxylabs.io/v1/queries', 21 | auth=('user', 'pass1'), 22 | json=payload, 23 | ) 24 | 25 | # Print prettified response to stdout. 26 | pprint(response.json()) 27 | -------------------------------------------------------------------------------- /src/amazon_scraper/__main__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for amazon_scraper. 3 | """ 4 | 5 | import logging 6 | 7 | import click 8 | 9 | from amazon_scraper.collector import AmazonDataCollector 10 | 11 | 12 | logging.basicConfig(level=logging.INFO) 13 | 14 | 15 | @click.command() 16 | @click.option( 17 | "--url", 18 | help="The url of the page for which to return Amazon product data for.", 19 | required=True, 20 | ) 21 | def scrape_amazon(url: str) -> None: 22 | collector = AmazonDataCollector() 23 | collector.collect_amazon_product_data(url) 24 | 25 | 26 | if __name__ == "__main__": 27 | scrape_amazon() 28 | -------------------------------------------------------------------------------- /code_examples/amazon_bestsellers.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon_bestsellers', 8 | 'domain': 'de', 9 | 'query': 'automotive', 10 | 'start_page': 2, 11 | 'parse': True, 12 | 'context': [ 13 | {'key': 'category_id', 'value': 82400031}, 14 | ], 15 | } 16 | 17 | 18 | # Get response. 19 | response = requests.request( 20 | 'POST', 21 | 'https://realtime.oxylabs.io/v1/queries', 22 | auth=('user', 'pass1'), 23 | json=payload, 24 | ) 25 | 26 | # Print prettified response to stdout. 27 | pprint(response.json()) 28 | -------------------------------------------------------------------------------- /code_examples/amazon_search.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from pprint import pprint 3 | 4 | 5 | # Structure payload. 6 | payload = { 7 | 'source': 'amazon_search', 8 | 'domain': 'nl', 9 | 'query': 'adidas', 10 | 'start_page': 11, 11 | 'pages': 10, 12 | 'parse': True, 13 | 'context': [ 14 | {'key': 'category_id', 'value': 16391843031}, 15 | {'key': 'merchant_id', 'value': '3AA17D2BRD4YMT0X'} 16 | ], 17 | } 18 | 19 | 20 | # Get response. 21 | response = requests.request( 22 | 'POST', 23 | 'https://realtime.oxylabs.io/v1/queries', 24 | auth=('user', 'pass1'), 25 | json=payload, 26 | ) 27 | 28 | # Print prettified response to stdout. 29 | pprint(response.json()) 30 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "amazon-scraper" 3 | version = "0.1.0" 4 | description = "A tool for scraping Amazon." 5 | packages = [ 6 | { include = "amazon_scraper", from = "src" }, 7 | ] 8 | authors = ["Ignas Šimkūnas "] 9 | readme = "README.md" 10 | 11 | [tool.poetry.dependencies] 12 | python = "^3.11" 13 | pydantic = "^2.7.4" 14 | click = "^8.1.7" 15 | pandas = "^2.2.2" 16 | selenium = "^4.22.0" 17 | webdriver-manager = "^4.0.1" 18 | pydantic-settings = "^2.3.4" 19 | selenium-wire = "^5.1.0" 20 | blinker="<1.8.0" 21 | 22 | 23 | [build-system] 24 | requires = ["poetry-core"] 25 | build-backend = "poetry.core.masonry.api" 26 | 27 | [tool.mypy] 28 | files = "." 29 | ignore_missing_imports = true 30 | follow_imports = "silent" 31 | show_error_codes = true 32 | warn_redundant_casts = true 33 | warn_unused_configs = true 34 | warn_unused_ignores = true 35 | disallow_incomplete_defs = true 36 | 37 | [tool.isort] 38 | py_version = 311 39 | combine_as_imports = true 40 | profile = "black" 41 | lines_between_types = 1 42 | lines_after_imports = 2 43 | -------------------------------------------------------------------------------- /src/amazon_scraper/collector.py: -------------------------------------------------------------------------------- 1 | """ 2 | Main module for collecting Amazon product data. 3 | """ 4 | 5 | import logging 6 | 7 | from typing import List 8 | 9 | import pandas as pd 10 | 11 | from amazon_scraper.models import Product 12 | from amazon_scraper.scraper import AmazonScraper 13 | 14 | 15 | DEFAULT_OUTPUT_FILE = "amazon_products.csv" 16 | 17 | 18 | class AmazonDataCollector: 19 | """Data collector class for Amazon pages""" 20 | 21 | def __init__( 22 | self, 23 | output_file: str | None = None, 24 | logger: logging.Logger | None = None, 25 | ) -> None: 26 | self._scraper = AmazonScraper() 27 | self._output_file = output_file if output_file else DEFAULT_OUTPUT_FILE 28 | self._logger = logger if logger else logging.getLogger(__name__) 29 | 30 | def _save_to_csv(self, products: List[Product]) -> None: 31 | """Saves given list of products to a CSV file.""" 32 | self._logger.info(f"Writing {len(products)} products to {self._output_file}..") 33 | product_objects = [product.model_dump() for product in products] 34 | df = pd.DataFrame(product_objects) 35 | df.to_csv(self._output_file) 36 | 37 | def collect_amazon_product_data(self, url: str) -> None: 38 | """ 39 | Scrapes data from a given Amazon page and stores it into a CSV file. 40 | 41 | Args: 42 | url (str): The URL of the Amazon page for which to scrape data. 43 | """ 44 | self._logger.info(f"Getting Amazon product data for url {url}..") 45 | try: 46 | products = self._scraper.scrape_amazon_page(url) 47 | except Exception: 48 | self._logger.exception(f"Error when scraping Amazon for url {url}.") 49 | return 50 | 51 | if not products: 52 | self._logger.info("No products found for given Amazon page.") 53 | return 54 | 55 | self._save_to_csv(products) 56 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | repos: 2 | - repo: https://github.com/pre-commit/pre-commit-hooks 3 | rev: v4.6.0 4 | hooks: 5 | - id: trailing-whitespace 6 | - id: end-of-file-fixer 7 | - id: check-merge-conflict 8 | - id: check-case-conflict 9 | - id: check-json 10 | - id: check-toml 11 | - id: check-yaml 12 | - id: pretty-format-json 13 | args: [--autofix, --no-ensure-ascii, --no-sort-keys] 14 | - id: check-ast 15 | - id: debug-statements 16 | - id: check-docstring-first 17 | 18 | - repo: https://github.com/pre-commit/pygrep-hooks 19 | rev: v1.10.0 20 | hooks: 21 | - id: python-check-mock-methods 22 | - id: python-use-type-annotations 23 | - id: python-check-blanket-type-ignore 24 | - id: python-check-blanket-noqa 25 | 26 | - repo: https://github.com/asottile/yesqa 27 | rev: v1.5.0 28 | hooks: 29 | - id: yesqa 30 | additional_dependencies: &flake8_deps 31 | - flake8-annotations==3.1.1 32 | - flake8-broken-line==1.0.0 33 | - flake8-bugbear==24.4.26 34 | - flake8-comprehensions==3.14.0 35 | - flake8-eradicate==1.5.0 36 | - flake8-no-pep420==2.7.0 37 | - flake8-quotes==3.4.0 38 | - flake8-simplify==0.21.0 39 | - flake8-tidy-imports==4.10.0 40 | - flake8-typing-imports==1.15.0 41 | - flake8-use-fstring==1.4 42 | 43 | - repo: https://github.com/pycqa/isort 44 | rev: 5.13.2 45 | hooks: 46 | - id: isort 47 | name: "isort (python)" 48 | types: [python] 49 | - id: isort 50 | name: "isort (pyi)" 51 | types: [pyi] 52 | args: [--lines-after-imports, "-1"] 53 | 54 | - repo: https://github.com/psf/black 55 | rev: 24.4.2 56 | hooks: 57 | - id: black 58 | 59 | - repo: https://github.com/pycqa/flake8 60 | rev: 7.1.0 61 | hooks: 62 | - id: flake8 63 | additional_dependencies: *flake8_deps 64 | 65 | - repo: https://github.com/pre-commit/mirrors-mypy 66 | rev: v1.10.1 67 | hooks: 68 | - id: mypy 69 | args: [--python-version=3.11] 70 | pass_filenames: false 71 | additional_dependencies: 72 | - types-requests 73 | 74 | - repo: https://github.com/pre-commit/pre-commit 75 | rev: v2.17.0 76 | hooks: 77 | - id: validate_manifest 78 | -------------------------------------------------------------------------------- /src/amazon_scraper/scraper.py: -------------------------------------------------------------------------------- 1 | """ 2 | Module for scraping Amazon product pages. 3 | """ 4 | 5 | import logging 6 | import time 7 | 8 | from enum import Enum 9 | from typing import List 10 | 11 | from selenium.common.exceptions import NoSuchElementException 12 | from selenium.webdriver.chrome.options import Options 13 | from selenium.webdriver.chrome.service import Service 14 | from selenium.webdriver.common.by import By 15 | from selenium.webdriver.remote.webelement import WebElement 16 | from seleniumwire import webdriver 17 | from seleniumwire.request import Request 18 | from webdriver_manager.chrome import ChromeDriverManager 19 | 20 | from amazon_scraper.models import Product 21 | 22 | 23 | logging.getLogger("WDM").setLevel(logging.ERROR) 24 | logging.getLogger("seleniumwire").setLevel(logging.ERROR) 25 | 26 | 27 | class DriverInitializationError(BaseException): 28 | message = "Unable to initialize Chrome webdriver for scraping." 29 | 30 | 31 | class DriverGetProductsError(BaseException): 32 | message = "Unable to get Amazon product data with Chrome webdriver." 33 | 34 | 35 | class MissingProductDataError(BaseException): 36 | message = "Missing required data for product." 37 | 38 | 39 | class ProductXPath(str, Enum): 40 | PRODUCTS = "//div[@data-component-type='s-search-result']" 41 | TITLE = ".//h2/a/span" 42 | URL = ".//h2/a" 43 | PRICE_WHOLE = ".//span[@class='a-price']//span[@class='a-price-whole']" 44 | PRICE_FRACTIONAL = ".//span[@class='a-price']//span[@class='a-price-fraction']" 45 | IMAGE_URL = ".//img" 46 | 47 | 48 | class AmazonScraper: 49 | """Class for scraping Amazon""" 50 | 51 | def __init__(self, logger: logging.Logger | None = None) -> None: 52 | self._logger = logger if logger else logging.getLogger(__name__) 53 | self._headers = { 54 | "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.93 Safari/537.36", 55 | "Accept-Language": "en-US,en;q=0.9", 56 | "Accept-Encoding": "gzip, deflate, br", 57 | "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8", 58 | "Connection": "keep-alive", 59 | "Referer": "https://www.amazon.com/", 60 | "Host": "www.amazon.com", 61 | "TE": "Trailers", 62 | } 63 | 64 | def _add_headers_to_request(self, request: Request) -> None: 65 | """Intercepts selenium requests to add headers""" 66 | for key, value in self._headers.items(): 67 | request.headers[key] = value 68 | 69 | def _init_chrome_driver(self) -> webdriver.Chrome: 70 | """Initializes Chrome webdriver""" 71 | chrome_options = Options() 72 | chrome_options.add_argument("--headless") 73 | chrome_options.add_argument("--no-sandbox") 74 | chrome_options.add_argument("--disable-dev-shm-usage") 75 | service = Service(ChromeDriverManager().install()) 76 | driver = webdriver.Chrome(service=service, options=chrome_options) 77 | driver.request_interceptor = self._add_headers_to_request 78 | return driver 79 | 80 | def _parse_price_for_product(self, product: WebElement) -> str | None: 81 | """Parses price for a product element""" 82 | try: 83 | price_whole_element = product.find_element( 84 | By.XPATH, ProductXPath.PRICE_WHOLE 85 | ) 86 | price_whole = price_whole_element.text if price_whole_element else None 87 | 88 | price_fractional_element = product.find_element( 89 | By.XPATH, ProductXPath.PRICE_FRACTIONAL 90 | ) 91 | price_fractional = ( 92 | price_fractional_element.text if price_fractional_element else None 93 | ) 94 | 95 | return ( 96 | price_whole + "." + price_fractional 97 | if all((price_whole, price_fractional)) 98 | else None 99 | ) 100 | except NoSuchElementException: 101 | return None 102 | 103 | def _parse_product_data(self, product: WebElement) -> Product: 104 | """Parses product data from the given product element""" 105 | title_element = product.find_element(By.XPATH, ProductXPath.TITLE) 106 | title = title_element.text if title_element else None 107 | 108 | url_element = product.find_element(By.XPATH, ProductXPath.URL) 109 | url = url_element.get_attribute("href") if url_element else None 110 | 111 | asin_code = product.get_attribute("data-asin") 112 | 113 | image_element = product.find_element(By.XPATH, ProductXPath.IMAGE_URL) 114 | image_url = image_element.get_attribute("src") if image_element else None 115 | 116 | price = self._parse_price_for_product(product) 117 | if not price: 118 | self._logger.warning( 119 | f"Price not found for product {title}. Likely out of stock." 120 | ) 121 | 122 | if not all((title, url, asin_code, image_url)): 123 | raise MissingProductDataError 124 | 125 | return Product( 126 | title=title, 127 | url=url, 128 | asin_code=asin_code, 129 | price=price, 130 | image_url=image_url, 131 | ) 132 | 133 | def _get_products_from_page( 134 | self, url: str, driver: webdriver.Chrome 135 | ) -> List[Product]: 136 | """Scrapes the Amazon page for products""" 137 | driver.get(url) 138 | time.sleep(3) 139 | product_elements = driver.find_elements(By.XPATH, ProductXPath.PRODUCTS) 140 | parsed_products = [] 141 | for product in product_elements: 142 | try: 143 | parsed_product = self._parse_product_data(product) 144 | except MissingProductDataError: 145 | self._logger.error( 146 | "Couldn't get all required data for product. Skipping.." 147 | ) 148 | continue 149 | except Exception: 150 | self._logger.error( 151 | "Uexpected error when parsing data for product. Skipping.." 152 | ) 153 | continue 154 | else: 155 | parsed_products.append(parsed_product) 156 | 157 | return parsed_products 158 | 159 | def scrape_amazon_page(self, url: str) -> List[Product]: 160 | """ 161 | Retrieves a list of products from Amazon for a given Amazon page URL. 162 | 163 | Returns: 164 | List[Product]: A list of Product objects. 165 | Raises: 166 | DriverInitializationError: If the Chrome webdriver cannot be initialized. 167 | DriverGetProductsError: If the Amazon product data cannot be scraped from the Amazon site. 168 | """ 169 | self._logger.info("Scraping Amazon product data..") 170 | 171 | try: 172 | driver = self._init_chrome_driver() 173 | except Exception as e: 174 | raise DriverInitializationError from e 175 | 176 | try: 177 | return self._get_products_from_page(url, driver) 178 | except Exception as e: 179 | raise DriverGetProductsError from e 180 | finally: 181 | driver.close() 182 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | [![Amazon_scraper (1)](https://raw.githubusercontent.com/oxylabs/amazon-scraper/refs/heads/main/Scrape%20Amazon%20data%20with%20Web%20Scraper%20API.png)](https://oxylabs.io/products/scraper-api/ecommerce/amazon?utm_source=877&utm_medium=affiliate&groupid=877&utm_content=amazon-scraper-github&transaction_id=102f49063ab94276ae8f116d224b67) 2 | 3 | [![](https://dcbadge.limes.pink/api/server/Pds3gBmKMH?style=for-the-badge&theme=discord)](https://discord.gg/Pds3gBmKMH) [![YouTube](https://img.shields.io/badge/YouTube-Oxylabs-red?style=for-the-badge&logo=youtube&logoColor=white)](https://www.youtube.com/@oxylabs) 4 | 5 | # Amazon Scraper 6 | 7 | - [Free Amazon Scraper](#free-amazon-scraper) 8 | + [Prerequisites](#prerequisites) 9 | + [Installation](#installation) 10 | + [Retrieving the URL of an Amazon page to scrape](#retrieving-the-url-of-an-amazon-page-to-scrape) 11 | + [Scraping Amazon product data](#scraping-amazon-product-data) 12 | + [Retrieved data](#retrieved-data) 13 | + [Notes](#notes) 14 | - [Scraping with Oxylabs API](#scraping-with-oxylabs-api) 15 | + [URL](#url) 16 | + [Search](#search) 17 | + [Product](#product) 18 | + [Offer listing](#offer-listing) 19 | + [Questions and Answers](#questions-and-answers) 20 | + [Best Sellers](#best-sellers) 21 | + [Sellers](#sellers) 22 | 23 | ### Free Amazon Scraper 24 | 25 | A free tool used to get Amazon product data for any provided Amazon department page. 26 | 27 | ### Prerequisites 28 | 29 | To run this tool, you need to have Python 3.11 installed in your system. 30 | 31 | ### Installation 32 | 33 | Open up a terminal window, navigate to this repository and run this command: 34 | 35 | ```make install``` 36 | 37 | ### Retrieving the URL of an Amazon page to scrape 38 | 39 | First off, open up Amazon and select a department from which you want to scrape. 40 | 41 | For this example, we'll be using the `Computers & Accessories` department. 42 | 43 | image 44 | 45 | After the page loads, simply copy the URL in the browser and save it. We'll need it for scraping product data for that department. 46 | 47 | ### Scraping Amazon product data 48 | 49 | To get data for products listed on the department page you chose, simply run this command in your terminal: 50 | 51 | ```make scrape URL=""``` 52 | 53 | With the URL we retrieved earlier, the command would look like this: 54 | 55 | ```make scrape URL="https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A541966&ref=nav_em__nav_desktop_sa_intl_computers_and_accessories_0_2_5_6"``` 56 | 57 | Make sure to surround the URL with quotation marks, otherwise the tool might have trouble parsing it. 58 | 59 | After running the command, your terminal should look something like this: 60 | 61 | image 62 | 63 | If a listed product is out of stock, the tool will notify you with a message, as shown above. 64 | 65 | ### Retrieved data 66 | 67 | After the tool has finished running, you should see a file named `amazon_products.csv` in your directory. 68 | 69 | The generated CSV file contains data with these columns inside it: 70 | 71 | - `title` - The title of the product. 72 | - `url` - The URL pointing to the product's Amazon page. 73 | - `asin_code` - The product's unique ASIN code. 74 | - `image_url` - The URL of the image that contains the product. 75 | - `price` - The price of the product. This field can be empty, if the product is out of stock. 76 | 77 | The data should look something like this: 78 | 79 | image 80 | 81 | ### Notes 82 | 83 | In case the code doesn't work or your project is of bigger scale, please refer to the second part of the tutorial. There, we showcase how to scrape public data with Oxylabs Scraper API. 84 | 85 | ### Scraping with Oxylabs API 86 | 87 | Alternatively, you can use Oxylabs Amazon Scraper API to get publicly-available data from any page on Amazon (pricing, product information, etc.) To access the tool, you'll need a paid subscription or the **7-day free trial** – claim it [here](https://oxy.yt/Xahk). 88 | 89 | Here is a quick overview of all the available data `source` values we support with Amazon: 90 | 91 | | Source | Description | Structured data | 92 | | -------------------- | ------------------------------------------------------------ | ------------------- | 93 | | `amazon` | Submit any Amazon URL you like. | Depends on the URL. | 94 | | `amazon_bestsellers` | List of best seller items in a taxonomy node of your choice. | Yes | 95 | | `amazon_pricing` | List of offers available for an ASIN of your choice. | Yes. | 96 | | `amazon_product` | Product page of an ASIN of your choice. | Yes. | 97 | | `amazon_questions` | Q\&A page of an ASIN of your choice. | Yes. | 98 | | `amazon_search` | Search results for a search term of your choice. | Yes. | 99 | | `amazon_sellers` | Seller information of a seller of your choice. | Yes. | 100 | 101 | ### URL 102 | 103 | The `amazon` source is designed to retrieve the content from various Amazon URLs. Instead of sending multiple parameters, you can provide us with a direct URL to the required Amazon page. We don't strip any parameters or alter your URLs in any way. 104 | 105 | #### **Query parameters** 106 | 107 | | Parameter | Description | Default Value | 108 | | ----------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------- | 109 | | **`source`** | Data source. | `amazon` | 110 | | **`url`** | Direct URL (link) to Amazon page | - | 111 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraping-solutions/web-scraper-api/features/http-context-and-job-management/user-agent-type). | `desktop` | 112 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/serp-scraper-api/features/javascript-rendering) | - | 113 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/serp-scraper-api/integration-methods/push-pull#callback). | - | 114 | | `parse` | `true` will return structured data, as long as the URL submitted is for one of the [page types we can parse](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/amazon). | `false` | 115 | 116 | - required parameter 117 | 118 | #### Python code example 119 | 120 | In the code example below, we make a request to retrieve the Amazon product page for `B0BDJ279KF` . 121 | 122 | ```python 123 | import requests 124 | from pprint import pprint 125 | 126 | 127 | # Structure payload. 128 | payload = { 129 | 'source': 'amazon', 130 | 'url': 'https://www.amazon.co.uk/dp/B0BDJ279KF', 131 | 'parse': True 132 | } 133 | 134 | # Get response. 135 | response = requests.request( 136 | 'POST', 137 | 'https://realtime.oxylabs.io/v1/queries', 138 | auth=('YOUR_USERNAME', 'YOUR_PASSWORD'), #Your credentials go here 139 | json=payload, 140 | ) 141 | 142 | # Instead of response with job status and results url, this will return the 143 | # JSON response with results. 144 | pprint(response.json()) 145 | ``` 146 | 147 | To see the response example with retrieved data, download [**this** **sample output**](https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FiwDdoZGfMbUe5cRL2417%2Fuploads%2FTsZ8TZKgQe4y7BT6DgKg%2Famazon.json?alt=media\&token=be9d00d0-d3e3-443b-be67-26cbdbcabc5d) in JSON format. 148 | 149 | ### Search 150 | 151 | The `amazon_search` source is designed to retrieve Amazon search result pages. 152 | 153 | #### Query parameters 154 | 155 | | Parameter | Description | Default Value | 156 | | ----------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | --------------- | 157 | | **`source`** | Data source. | `amazon_search` | 158 | | `domain` | Domain localization for Amazon. The full list of available domains can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/domain-locale-results-language#domain). | `com` | 159 | | **`query`** | UTF-encoded keyword | - | 160 | | `start_page` | Starting page number | `1` | 161 | | `pages` | Number of pages to retrieve | `1` | 162 | | `sort_by` | Sets the sorting type of search results. Available options: `"most_recent"`, `"price_low_to_high"`, `"price_high_to_low"`, `"featured"`, `"average_review"`, `"bestsellers"`. | - | 163 | | `refinements` | A list of Amazon search refinement parameters for applying specific filters (e.g., brand, price range, features). Uses Amazon's internal parameter format such as `p_123:256097`. | - | 164 | | `geo_location` | The _Deliver to_ location. See our guide to using this parameter [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/geo-location#amazon)**.** | - | 165 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/user-agent-type). | `desktop` | 166 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/javascript-rendering) | - | 167 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/integration-methods/push-pull#callback). | - | 168 | | `parse` | `true` will return structured data. | - | 169 | |

context:
category_id

| Search for items in a particular browse node (product category). | - | 170 | |

context:
merchant_id

| Search for items sold by a particular seller. | - | 171 | 172 | - required parameter 173 | 174 | #### Python code example 175 | 176 | In the code example below, we make a request to retrieve product page for ASIN `3AA17D2BRD4YMT0X` on `amazon.nl` marketplace. In case the ASIN provided is a parent ASIN, we ask Amazon to return a product page of an automatically-selected variation. 177 | 178 | ```python 179 | import requests 180 | from pprint import pprint 181 | 182 | 183 | # Structure payload. 184 | payload = { 185 | 'source': 'amazon_search', 186 | 'domain': 'nl', 187 | 'query': 'adidas', 188 | 'start_page': 11, 189 | 'pages': 10, 190 | 'parse': True, 191 | 'context': [ 192 | {'key': 'category_id', 'value': 16391843031}, 193 | {'key': 'merchant_id', 'value':'3AA17D2BRD4YMT0X'} 194 | ], 195 | } 196 | 197 | 198 | # Get response. 199 | response = requests.request( 200 | 'POST', 201 | 'https://realtime.oxylabs.io/v1/queries', 202 | auth=('user', 'pass1'), 203 | json=payload, 204 | ) 205 | 206 | # Print prettified response to stdout. 207 | pprint(response.json()) 208 | ``` 209 | 210 | To see the response example with retrieved data, download [**this** **sample output**](https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FiwDdoZGfMbUe5cRL2417%2Fuploads%2Fyg8tdLTqrajAxhtjiuR5%2Famazon\_search.json?alt=media\&token=f02b1ceb-70f6-45cd-9f7c-7247196b2bd6) file in JSON format. 211 | 212 | ### Product 213 | 214 | The `amazon_product` data source is designed to retrieve Amazon product pages. 215 | 216 | #### Query parameters 217 | 218 | | Parameter | Description | Default Value | 219 | | --------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------- | 220 | | **`source`** | Data source. | `amazon_product` | 221 | | `domain` | Domain localization for Amazon. The full list of available domains can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/domain-locale-results-language#domain). | `com` | 222 | | **`query`** | 10-symbol ASIN code | - | 223 | | `geo_location` | The _Deliver to_ location. See our guide to using this parameter [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/geo-location#amazon)**.** | - | 224 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/user-agent-type). | `desktop` | 225 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/javascript-rendering) | | 226 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/integration-methods/push-pull#callback). | - | 227 | | `parse` | `true` will return structured data. | - | 228 | |

context:
autoselect_variant

| To get accurate pricing/buybox data, set this parameter to `true` (which tells us to append the `th=1&psc=1` URL parameters to the end of the product URL). To get an accurate representation of the parent ASIN's product page, omit this parameter or set it to `false`. | `false` | 229 | 230 | - required parameter 231 | 232 | #### Python code example 233 | 234 | In the code example below, we make a request to retrieve product page for ASIN `B09RX4KS1G`on `amazon.nl` marketplace. In case the ASIN provided is a parent ASIN, we ask Amazon to return a product page of an automatically-selected variation. 235 | 236 | ```python 237 | import requests 238 | from pprint import pprint 239 | 240 | 241 | # Structure payload. 242 | payload = { 243 | 'source': 'amazon_product', 244 | 'domain': 'nl', 245 | 'query': 'B09RX4KS1G', 246 | 'parse': True, 247 | 'context': [ 248 | { 249 | 'key': 'autoselect_variant', 'value': True 250 | }], 251 | } 252 | 253 | 254 | # Get response. 255 | response = requests.request( 256 | 'POST', 257 | 'https://realtime.oxylabs.io/v1/queries', 258 | auth=('user', 'pass1'), 259 | json=payload, 260 | ) 261 | 262 | # Print prettified response to stdout. 263 | pprint(response.json()) 264 | ``` 265 | 266 | To see the response example with retrieved data, download [**this** **sample output**](https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FiwDdoZGfMbUe5cRL2417%2Fuploads%2Fjj4ahNp1FpIqjY2JcSqz%2Famazon\_product.json?alt=media\&token=42016a49-9790-4671-9022-bb0feed79d1a) file in JSON format. 267 | 268 | ### Offer listing 269 | 270 | The `amazon_pricing` data source is designed to retrieve Amazon product offer listings. 271 | 272 | #### Query parameters 273 | 274 | | Parameter | Description | Default Value | 275 | | ----------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------- | 276 | | **`source`** | Data source. | `amazon_pricing` | 277 | | `domain` | Domain localization for Amazon. The full list of available domains can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/domain-locale-results-language#domain). | `com` | 278 | | **`query`** | 10-symbol ASIN code | - | 279 | | `start_page` | Starting page number | `1` | 280 | | `pages` | Number of pages to retrieve | `1` | 281 | | `geo_location` | The _Deliver to_ location. See our guide to using this parameter [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/geo-location#amazon). | - | 282 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/user-agent-type). | `desktop` | 283 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/javascript-rendering) | | 284 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/integration-methods/push-pull#callback). | - | 285 | | `parse` | `true` will return structured data. | - | 286 | 287 | - required parameter 288 | 289 | #### Python code example 290 | 291 | In the code examples below, we make a request to retrieve product offer listing page for ASIN `B09RX4KS1G` on `amazon.nl` marketplace. 292 | 293 | ```python 294 | import requests 295 | from pprint import pprint 296 | 297 | 298 | # Structure payload. 299 | payload = { 300 | 'source': 'amazon_pricing', 301 | 'domain': 'nl', 302 | 'query': 'B09RX4KS1G', 303 | 'parse': True, 304 | } 305 | 306 | 307 | # Get response. 308 | response = requests.request( 309 | 'POST', 310 | 'https://realtime.oxylabs.io/v1/queries', 311 | auth=('user', 'pass1'), 312 | json=payload, 313 | ) 314 | 315 | # Print prettified response to stdout. 316 | pprint(response.json()) 317 | ``` 318 | 319 | To see what the parsed output looks like, download [**this**](https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FiwDdoZGfMbUe5cRL2417%2Fuploads%2FhGVtkmLp7gccwTLCJzLY%2Famazon\_pricing.json?alt=media\&token=a30a8253-225f-44c2-880b-850e94e23c21) JSON file. 320 | 321 | ### Questions and Answers 322 | 323 | The `amazon_questions` data source is designed to retrieve any particular product's Questions & Answers pages. 324 | 325 | #### Query parameters 326 | 327 | | Parameter | Description | Default Value | 328 | | ----------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------ | 329 | | **`source`** | Data source. | `amazon_questions` | 330 | | `domain` | Domain localization for Amazon. The full list of available domains can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/domain-locale-results-language#domain). | `com` | 331 | | **`query`** | 10-symbol ASIN code | - | 332 | | `geo_location` | The _Deliver to_ location. See our guide to using this parameter [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/geo-location#amazon). | - | 333 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/user-agent-type). | `desktop` | 334 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/javascript-rendering)**** | | 335 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/integration-methods/push-pull#callback). | - | 336 | | `parse` | `true` will return structured data. | - | 337 | 338 | - required parameter 339 | 340 | #### Python code example 341 | 342 | ```python 343 | import requests 344 | from pprint import pprint 345 | 346 | 347 | # Structure payload. 348 | payload = { 349 | 'source': 'amazon_questions', 350 | 'domain': 'nl', 351 | 'query': 'B09RX4KS1G', 352 | 'parse': True, 353 | } 354 | 355 | 356 | # Get response. 357 | response = requests.request( 358 | 'POST', 359 | 'https://realtime.oxylabs.io/v1/queries', 360 | auth=('user', 'pass1'), 361 | json=payload, 362 | ) 363 | 364 | # Print prettified response to stdout. 365 | pprint(response.json()) 366 | ``` 367 | 368 | To see the response example with retrieved data, download this [**sample** **output**](https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FiwDdoZGfMbUe5cRL2417%2Fuploads%2F1i8qUTsaifrfTht9VdXK%2Famazon\_questions.json?alt=media\&token=a59d9850-d79b-40bc-a2a6-bdd802eafd6b) file in JSON format. 369 | 370 | ### Best Sellers 371 | 372 | The `amazon_bestsellers` data source is designed to retrieve Amazon Best Sellers pages. 373 | 374 | #### Query parameters 375 | 376 | | Parameter | Description | Default Value | 377 | | ----------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------- | 378 | | **`source`** | Data source. | `amazon_bestsellers` | 379 | | `domain` | Domain localization for Amazon. The full list of available domains can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/domain-locale-results-language#domain). | `com` | 380 | | `query` | Department name. Example: `Clothing, Shoes & Jewelry` | - | 381 | | `start_page` | Starting page number | `1` | 382 | | `pages` | Number of pages to retrieve | `1` | 383 | | `geo_location` | The _Deliver to_ location. See our guide to using this parameter [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/geo-location#amazon). | - | 384 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/user-agent-type). | `desktop` | 385 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/javascript-rendering) | | 386 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/integration-methods/push-pull#callback). | - | 387 | | `parse` | `true` will return structured data. | - | 388 | |

context:
category_id

| Search for items in a particular browse node (product category). | - | 389 | 390 | - required parameter 391 | 392 | #### Python code example 393 | 394 | ```python 395 | import requests 396 | from pprint import pprint 397 | 398 | 399 | # Structure payload. 400 | payload = { 401 | 'source': 'amazon_bestsellers', 402 | 'domain': 'de', 403 | 'query': 'automotive', 404 | 'start_page': 2, 405 | 'parse': True, 406 | 'context': [ 407 | {'key': 'category_id', 'value': 82400031}, 408 | ], 409 | } 410 | 411 | 412 | # Get response. 413 | response = requests.request( 414 | 'POST', 415 | 'https://realtime.oxylabs.io/v1/queries', 416 | auth=('user', 'pass1'), 417 | json=payload, 418 | ) 419 | 420 | # Print prettified response to stdout. 421 | pprint(response.json()) 422 | ``` 423 | 424 | To see the response example with retrieved data, download this [**sample output**](https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FiwDdoZGfMbUe5cRL2417%2Fuploads%2Frf2S2YKKlEEhu4cCoW6b%2Famazon\_bestsellers.json?alt=media\&token=6b4b3817-5a6e-4095-96b0-81d8d9d0883f) file in JSON format. 425 | 426 | ### Sellers 427 | 428 | The `amazon_sellers` data source is designed to retrieve Amazon Sellers pages. 429 | 430 | #### Query parameters 431 | 432 | | Parameter | Description | Default Value | 433 | | ----------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------- | 434 | | **`source`** | Data source. | `amazon_sellers` | 435 | | `domain` | Domain localization for Amazon. The full list of available domains can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/domain-locale-results-language#domain). | `com` | 436 | | **`query`** | 13-character seller ID | - | 437 | | `geo_location` | The _Deliver to_ location. See our guide to using this parameter [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/geo-location#amazon). | - | 438 | | `user_agent_type` | Device type and browser. The full list can be found [**here**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/user-agent-type). | `desktop` | 439 | | `render` | Enables JavaScript rendering. [**More info.**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/features/javascript-rendering) | | 440 | | `callback_url` | URL to your callback endpoint. [**More info**](https://developers.oxylabs.io/scraper-apis/e-commerce-scraper-api/integration-methods/push-pull#callback). | - | 441 | | `parse` | `true` will return structured data. Please note that right now we only support parsed output for `desktop` device type. However, there is no apparent reason to get sellers pages with any other device type, as seller data is going to be exactly the same across all devices. | - | 442 | 443 | - required parameter 444 | 445 | #### Python code example 446 | 447 | In the code examples below, we make a request to retrieve the seller page for seller ID `ABNP0A7Y0QWBN` on `amazon.de` marketplace. 448 | 449 | ```python 450 | import requests 451 | from pprint import pprint 452 | 453 | 454 | # Structure payload. 455 | payload = { 456 | 'source': 'amazon_sellers', 457 | 'domain': 'de', 458 | 'query': 'ABNP0A7Y0QWBN', 459 | 'parse': True 460 | } 461 | 462 | 463 | # Get response. 464 | response = requests.request( 465 | 'POST', 466 | 'https://realtime.oxylabs.io/v1/queries', 467 | auth=('user', 'pass1'), 468 | json=payload, 469 | ) 470 | 471 | # Print prettified response to stdout. 472 | pprint(response.json()) 473 | ``` 474 | Check out our list of [Best Web Scraping Tools](https://medium.com/@oxylabs.io/top-12-best-web-scraping-tools-for-2025-ba5deb1b3851) 475 | 476 | Looking to scrape more other Amazon data? [Amazon ASIN Scraper](https://github.com/oxylabs/amazon-asin-scraper), [Bypass Amazon CAPTCHA](https://github.com/oxylabs/how-to-bypass-amazon-captcha), [How to Scrape Amazon Prices](https://github.com/oxylabs/how-to-scrape-amazon-prices), [Scraping Amazon Product Data](https://github.com/oxylabs/how-to-scrape-amazon-product-data) 477 | 478 | ### Featured in Technical Communities 479 | We’re excited to see that our content and tools are being referenced by developers and technical writers across platforms! 480 | 481 | * [How To Web Scrape Amazon Using Python](https://medium.com/@simon.dalton.349/how-to-web-scrape-amazon-df92ddf11fc9) 482 | 483 | * [How to Bypass Amazon CAPTCHA When Scraping](https://medium.com/@lambert.watts.809/how-to-bypass-amazon-captcha-when-scraping-fec20546abf9) 484 | 485 | * [Best 10 Free Proxy Providers in 2025](https://medium.com/@lambert.watts.809/best-10-free-proxy-providers-dd78cd93fc04) 486 | 487 | ### Contacts 488 | Email - hello@oxylabs.io 489 | 490 | Drop a message -
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