Amazon BizTrend Keyword Scraper

Amazon BizTrend Keyword Scraper is an Apify Actor designed to discover and scrape Amazon products using search keywords across multiple Amazon marketplaces. Instead of requiring individual product URLs, the actor opens Amazon search result pages, collects product URLs from the requested number of pages, removes duplicate products, and extracts structured product data using the Amazon BizTrend product scraper.

It is built for developers, e-commerce businesses, market researchers, and data analysts who need keyword-level product data for product discovery, price monitoring, competitor research, market analysis, and trend analytics.

The actor supports a wide range of Amazon regions and automatically adapts to marketplace-specific capabilities. Where supported, it can configure the preferred delivery destination and currency before scraping, providing location-aware pricing and availability data while gracefully skipping unsupported features.

Features

• Search Amazon products using one or more keywords.
• Scrape multiple search result pages for each keyword.
• Support multiple Amazon marketplaces through region selection.
• Extract product URLs and ASINs from Amazon search results.
• Remove duplicate ASINs before adding product requests.
• Record the keyword, search page, and product position.
• Automatically set the preferred currency where supported.
• Automatically set the preferred delivery country where supported.
• Extract product pricing and availability information.
• Detect product delivery restrictions.
• Extract seller information.
• Extract product rating and review count.
• Return consistent structured JSON output.
• Designed for product discovery, historical tracking, and analytics.

Compatibility

Amazon marketplaces provide different customer preference options. Some marketplaces support changing the delivery destination and/or currency, while others do not.

When a feature is not supported by the selected marketplace, the actor automatically skips that step and continues collecting available product data.

Domain	Deliver To Country	Currency
Amazon.com	✅	✅
Amazon.com.au	✅	✅
Amazon.ae	✅	✅
Amazon.co.uk	✅	✅
Amazon.de	✅	✅
Amazon.es	✅	✅
Amazon.fr	✅	✅
Amazon.it	✅	✅
Amazon.co.jp	✅	✅
Amazon.nl	✅	❌
Amazon.sg	✅	✅
Amazon.be	❌	❌
Amazon.br	❌	❌
Amazon.ca	❌	❌
Amazon.eg	❌	❌
Amazon.in	❌	❌
Amazon.ie	❌	❌
Amazon.com.mx	❌	❌
Amazon.pl	❌	❌
Amazon.sa	❌	❌
Amazon.co.za	❌	❌
Amazon.se	❌	❌
Amazon.com.tr	❌	❌

Note

• ✅ Supported by the marketplace.
• ❌ Not supported by the marketplace.
• Marketplace capabilities are based on manual testing and may change as Amazon updates its regional websites.
• Amazon.cn is excluded.

Input Schema

Field	Type	Required	Default	Description
keywords	Array	Yes	-	One or more product search keywords, such as wireless mouse or men's hoodie.
maxPages	Integer	No	1	Maximum number of Amazon search result pages to process for each keyword.
region	String	No	United States	Amazon marketplace used for product searches.
currencyId	String	No	USD	Currency code used when scraping products, such as USD, EUR, GBP, JPY, or MYR.
deliverTo	String	No	Australia	Delivery destination used to determine location-aware pricing and availability.
timeout	Integer	No	10000	Navigation and element waiting timeout in milliseconds.
maxRequestRetries	Integer	No	5	Maximum retry attempts for failed search or product requests.
proxyConfiguration	Object	No	Apify Proxy	Proxy configuration used for requests. Supports Apify Proxy or custom proxy servers to improve reliability and reduce the risk of request blocking.

Dataset Schema

Each dataset item contains search metadata together with the scraped product data:

Field	Type	Description
keyword	String	Keyword used to discover the product.
page	Integer	Search result page where the product was found.
position	Integer	Product position on the search result page.
region	String	Amazon marketplace region used for the search.
asin	String	Amazon Standard Identification Number.
url	String	Canonical Amazon product URL.
title	String	Product title.
currencyCode	String	Currency code detected on the product page.
currencySymbol	String	Currency symbol displayed on Amazon.
price	Number	Product price.
deliverToCountry	String	Delivery country detected on the product page.
availability	String	Product availability message returned by Amazon.
seller	String	Product seller.
rating	Number	Average customer rating.
reviewCount	Integer	Number of customer reviews.
hasDeliveryError	Boolean	Indicates whether the product cannot be delivered to the selected destination.
deliveryErrorText	String	Delivery restriction message returned by Amazon.
currencyUpdated	Boolean	Indicates whether the currency preference was updated.
deliverToUpdated	Boolean	Indicates whether the delivery country was updated.
deliverToSkipped	Boolean	Indicates whether the delivery country update was skipped because it was already set correctly.
scrapedAt	String	ISO 8601 timestamp indicating when the product was scraped.

How to Use

1. Open the actor on Apify.
2. Add one or more product search terms to keywords.
3. Set maxPages to control how many search result pages are processed for each keyword.
4. Select the desired Amazon region.
5. Select the preferred currencyId and deliverTo country.
6. Configure a proxy if needed.
7. Run the actor and wait for the run to finish.
8. Export the dataset as JSON, CSV, Excel, or integrate it using the Apify API.

Search Results and Deduplication

The actor extracts products from Amazon search result cards using their ASINs. Duplicate ASINs found across pages for the same keyword are removed before product requests are added.

The position field represents the product's original position on its search result page. Sponsored products may be included when Amazon exposes them as standard search result cards with a valid ASIN.

The collected data can be used for:

• Amazon keyword product research
• Product and niche discovery
• Competitor product monitoring
• Search result position analysis
• Price and availability monitoring
• Seller comparison
• Historical product tracking
• Market research
• Business intelligence dashboards
• Custom analytics pipelines

Important Notes

• Amazon search results can vary based on region, delivery destination, currency, proxy location, cookies, and time of collection.
• The number of products returned may differ between pages because Amazon can include widgets, placeholders, duplicate products, or cards without a valid ASIN.
• maxPages is applied separately to every keyword.
• Duplicate removal is performed during the current actor run. A new run may scrape the same ASIN again, which is useful for tracking price and availability changes over time.
• Amazon may change its page structure or marketplace capabilities without notice.

Conclusion

Amazon BizTrend Keyword Scraper combines keyword-based product discovery with detailed Amazon product scraping. It provides structured search metadata and location-aware product information, making it a strong foundation for product research, competitor monitoring, pricing analysis, and e-commerce trend intelligence.