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+# Amazon Products Scraper With Python
+
+The library provides real-time access to Amazon product pages via [Outscraper API](https://app.outscraper.com/api-docs#tag/Amazon/paths/~1amazon~1products-v2/get).
+You can use Amazon products, searches, or summary page URLs.
+
+It supports batching by sending arrays with up to 250 queries.
+It allows multiple queries to be sent in one request and to save on network latency time.
+
+## Installation
+
+Python 3+
+```bash
+pip install outscraper
+```
+
+[Link to the Python package page](https://pypi.org/project/outscraper/)
+
+## Initialization
+```python
+from outscraper import OutscraperClient
+
+client = OutscraperClient(api_key='SECRET_API_KEY')
+```
+[Link to the profile page to create the API key](https://app.outscraper.com/profile)
+
+## Usage
+
+```python
+# Get a single product by URL
+results = client.amazon_products(
+    ['https://www.amazon.com/dp/B0F22JJVMT',
+     'https://www.amazon.com/dp/B07ZMKXMTG'],
+    domain='amazon.com',
+    postal_code='10001',
+    fields=['asin', 'name', 'availability', 'price_parsed']
+)
+
+# Get products from a search results page (summary page)
+results = client.amazon_products(
+    ['https://www.amazon.com/s?k=wireless+earbuds'],
+    limit=20,
+    domain='amazon.com',
+    postal_code='11201',
+)
+
+# Use multiple queries in one request (batching)
+results = client.amazon_products(
+    [
+        'https://www.amazon.com/s?k=gaming+mouse',
+        'https://www.amazon.com/s?k=mechanical+keyboard',
+    ],
+    limit=10,
+    domain='amazon.com',
+)
+
+# Print a few key fields from the response
+for query_results in results:
+    for product in query_results:
+        print('name:', product.get('name'))
+        print('price:', product.get('price'))
+        print('asin:', product.get('asin'))
+        print('url:', product.get('url'))
+```
diff --git a/examples/Amazon Reviews.md b/examples/Amazon Reviews.md
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+# Amazon Reviews Scraper With Python
+
+The library provides real-time access to Amazon product reviews via [Outscraper API](https://app.outscraper.com/api-docs#tag/Amazon/paths/~1amazon~1reviews/get).
+
+You can use Amazon product URLs or ASINs as input queries.
+It supports batching by sending arrays with up to 250 queries, so you can scrape multiple products in one request.
+
+## Installation
+
+Python 3+
+```bash
+pip install outscraper
+```
+
+[Link to the Python package page](https://pypi.org/project/outscraper/)
+
+## Initialization
+```python
+from outscraper import OutscraperClient
+
+client = OutscraperClient(api_key='SECRET_API_KEY')
+```
+[Link to the profile page to create the API key](https://app.outscraper.com/profile)
+
+## Usage
+
+```python
+
+# 1) Get reviews for one product by URL
+results = client.amazon_reviews(
+    query=['https://www.amazon.com/dp/1612680194'],
+    limit=10,
+)
+
+# 2) Get reviews for one product by ASIN
+results = client.amazon_reviews(
+    query=['1612680194'],
+    limit=12,
+)
+
+# 3) Use batching (many products in one request)
+results = client.amazon_reviews(
+    query=[
+        'https://www.amazon.com/dp/1612680194',
+        'B0F22JJVMT',
+    ],
+    limit=8,
+)
+
+# 4) Filter and sort reviews
+results = client.amazon_reviews(
+    query=['1612680194'],
+    limit=12,
+    sort='recent',
+    filter_by_reviewer='avp_only_reviews',  # verified purchase only
+    filter_by_star='positive',
+)
+
+# 5) Use another Amazon domain
+results = client.amazon_reviews(
+    query=['https://www.amazon.co.uk/dp/B007AIIGWE'],
+    limit=10,
+    domain='amazon.co.uk',
+)
+
+# 6) Request only selected fields to make response lighter
+results = client.amazon_reviews(
+    query=['1612680194'],
+    limit=5,
+    fields=['query', 'id', 'product_asin', 'title', 'rating', 'date', 'body'],
+)
+
+# Print parsed reviews (beginner-friendly pattern)
+for query_reviews in results:
+    for review in query_reviews:
+        print('asin:', review.get('product_asin'))
+        print('rating:', review.get('rating'))
+        print('title:', review.get('title'))
+        print('date:', review.get('date'))
+        print('review:', review.get('body'))
+
+# 7) Async mode for background scraping (useful for larger jobs)
+task = client.amazon_reviews(
+    query=['1612680194', 'B0F22JJVMT'],
+    limit=12,
+    async_request=True,
+)
+
+```
+
+## Main Parameters
+
+- `query` (required): Amazon product URLs or ASINs.
+- `limit`: Number of reviews per product query (default: `10`, max: `12`).
+- `sort`: `helpful` or `recent`.
+- `filter_by_reviewer`: `all_reviews` or `avp_only_reviews`.
+- `filter_by_star`: `all_stars`, `five_star`, `four_star`, `three_star`, `two_star`, `one_star`, `positive`, `critical`.
+- `domain`: Amazon domain such as `amazon.com`, `amazon.co.uk`, `amazon.de`, etc.
+- `fields`: Return only specific fields.
+