Amazon Product Scraper

Amazon Product Scraper

Amazon Product Scraper is a fast, reliable Amazon web scraping tool that extracts structured product data from category and product pages at scale. It solves the tedious task of collecting titles, prices, ratings, ASINs, images, and seller info by streaming clean JSON into your Apify dataset in real time — ideal for marketers, developers, data analysts, and researchers. With this amazon product data scraper and amazon competitor price scraper approach, you can monitor prices, track market shifts, and analyze catalogs with confidence.

What data / output can you get?

Below are example fields the actor pushes to the Apify dataset (one record per product). Export your dataset in JSON, CSV, or Excel from the Apify platform.

Data type	Description	Example value
asin	Unique product identifier extracted from URL	B014EUQOGK
title	Product title from the product page	Logitech K400 Plus Wireless Touch TV Keyboard…
url	Canonical product URL	https://www.amazon.com/dp/B014EUQOGK
brand	Product brand extracted from byline/brand section	Logitech
price	Current price object with value and currency	{"value": 24.99, "currency": "$"}
listPrice	Strikethrough/reference price if present	{"value": 39.99, "currency": "$"}
inStock	Boolean flag indicating add-to-cart availability	true
inStockText	Availability message shown on page	In Stock
stars	Average star rating parsed from rating widgets	4.4
reviewsCount	Total customer review count (integer)	38542
breadCrumbs	Category path (joined by “ > ”)	Electronics > Keyboards > Wireless
thumbnailImage	Main product image URL	https://m.media-amazon.com/images/I/…._AC_UY218_.jpg
galleryThumbnails	Array of thumbnail image URLs	["https://m.media-amazon.com/images/I/…SS40_.jpg"]
highResolutionImages	Derived high-res image URLs	["https://m.media-amazon.com/images/I/…SL1500.jpg"]
reviewsLink	Link to all reviews (relative or absolute)	/product-reviews/B014EUQOGK?reviewerType=all_reviews
hasReviews	Whether the product has any reviews	true
answeredQuestions	Count of answered questions on the page	57
shippingPrice	Parsed shipping cost where present	{"value": 5.99, "currency": "$"}
delivery	Delivery estimate text (parsed date where present)	Friday, March 20
fastestDelivery	Fastest delivery promise when shown	Thursday, March 19
seller	Featured seller info (id, url, name, etc.)	{"id":"A1ABCDEF12","url":"https://www.amazon.com/sp?...","name":"Logitech Store","businessName":null,"phone":null,"address":null}

Bonus fields include: starsBreakdown (per-star distribution), visitStoreLink, features (bullet points), productOverview (key–value specs), variantAsins, bestsellerRanks, isAmazonChoice, amazonChoiceText, monthlyPurchaseVolume, locationText, loadedCountryCode, categoryPageData (pageNumber, isSponsored, bestsellerBadge, productPosition), and more — all pushed as structured JSON that you can export with a click.

Key features

• ⚡ Concurrent product scraping Uses maxConcurrentRequests to fetch multiple product pages in parallel for faster runs — ideal for amazon product listing scraper workflows.

• 🧠 Detailed product extraction Captures titles, brand, price/listPrice, ratings, reviewsCount, availability, images, breadcrumbs, seller details, and structured specs (productOverview). Perfect to scrape Amazon product details with a clean schema.

• 🌍 Smart proxy country selection Use proxyCountry to automatically align proxy geolocation with the Amazon domain (default: AUTO_SELECT_PROXY_COUNTRY) or opt out with NO_PROXY. Works great for region-specific amazon price monitoring scraper use cases.

• 🔐 Apify proxy configuration Configure proxyConfiguration with Apify Residential proxies for lower block rates. The actor negotiates a proxy URL and routes HTTP/HTTPS traffic accordingly.

• 🛡️ CAPTCHA handling (opt-in) useCaptchaSolver enables automatic CAPTCHA solving on amazon.com, with a documented caveat: some fields (attributes, manufacturer attributes, bestseller ranks) may be missing after a captcha is solved.

• 🏷️ Variant-aware options Control maxProductVariantsAsSeparateResults and scrapeProductVariantPrices to dig deeper into variations and pricing differences when needed for amazon product data extraction tool pipelines.

• 👤 Seller and offers controls Toggle scrapeSellers and limit maxOffers to balance data depth with speed and request volume — helpful when the amazon reviews scraper need is paired with basic seller analytics.

• 🧭 Location delivery settings Set countryCode and zipCode, and choose locationDeliverableRoutes to apply deliverability settings on specific routes (PRODUCT, SEARCH, OFFERS) for more relevant price/offer signals.

• 🧾 Real-time dataset streaming Results are pushed to the dataset as soon as each product is scraped (Actor.push_data), so you can monitor progress and start analyzing without waiting for the run to finish.

• 🛠️ Developer-friendly and production-ready Built on Apify infrastructure with robust request retries, headers, and threading. Ideal for integrating with APIs or python pipelines powering an amazon competitor price scraper.

How to use Amazon Product Scraper - step by step

1. Create or log in to your Apify account.
2. Open the Amazon Product Scraper actor in the Apify Console.
3. Paste your category or product URLs into categoryOrProductUrls.
   • Example: https://www.amazon.com/s?k=keyboard or https://www.amazon.com/dp/B014EUQOGK
4. Set limits and scope.
   • maxItemsPerStartUrl to cap results per start URL.
   • maxSearchPagesPerStartUrl to restrict pagination depth for search/category pages.
5. Configure location and language (optional).
   • countryCode and zipCode for delivery context.
   • language to request a specific UI language supported by the given Amazon domain.
6. Configure proxy and concurrency.
   • proxyCountry or full proxyConfiguration. Use residential proxies for best reliability.
   • maxConcurrentRequests to control throughput.
7. Start the run.
   • The actor will fetch search/product pages and stream each scraped product to the dataset in real time. Watch logs for progress and completion (including totals and duration).
8. Export your results.
   • Download from the dataset in JSON, CSV, or Excel, or pull via the Apify API into your analytics stack.

Pro tip: For large-scale price tracking with this amazon price scraper tool, schedule runs on Apify and connect the dataset to your BI tool or data warehouse for continuous monitoring.

Use cases

Use case name	Description
E-commerce price monitoring	Track price, listPrice, and availability signals across categories to power a robust amazon price monitoring scraper.
Competitor assortment analysis	Scrape Amazon search results and product pages to benchmark brands, categories, and seller coverage using this amazon product listing scraper.
ASIN catalog building	Build an ASIN library with images, breadcrumbs, and structured specs for catalog enrichment in PIM/ERP systems using an amazon ASIN scraper workflow.
Market research & trend tracking	Aggregate ratings, reviewsCount, and bestseller badges to identify top performers with this amazon web scraping tool.
Seller intelligence (featured seller)	Extract the featured offer seller name/id/url per product to see who holds the Buy Box.
Variant & pricing analysis	Use variantAsins and optional variant price scraping to map variation-level pricing for an amazon competitor price scraper pipeline.

Why choose Amazon Product Scraper?

Purpose-built for precision, speed, and automation, this actor delivers reliable amazon product scraper software performance without the fragility of manual tools.

• ✅ Accurate, structured JSON
• 🌍 Geo-targeted results via proxyCountry and delivery location settings
• ⚡ Scalable concurrency with maxConcurrentRequests
• 🧩 Developer-friendly — integrates with Apify datasets and APIs
• 🔒 Ethical-by-design — scrapes publicly available product pages
• 💸 Cost-effective for recurring amazon price scraper tool workflows
• 🛠️ Production-grade reliability vs. brittle browser extensions

Bottom line: If you need a dependable amazon product data scraper for ongoing analysis, this actor gives you clean fields, controlled scope, and repeatable performance.

Is it legal / ethical to use Amazon Product Scraper?

Yes — when done responsibly. This actor extracts publicly available product information from Amazon pages. Avoid collecting private or sensitive data and ensure you comply with Amazon’s terms and applicable regulations (e.g., GDPR, CCPA). Limit your use to legitimate purposes such as research, analytics, or price comparison, and consult your legal team for edge cases or jurisdiction-specific requirements.

Input parameters & output format

Example JSON input

{
  "categoryOrProductUrls": [
    "https://www.amazon.com/s?k=keyboard",
    "https://www.amazon.com/dp/B014EUQOGK"
  ],
  "maxItemsPerStartUrl": 50,
  "maxSearchPagesPerStartUrl": 10,
  "proxyCountry": "AUTO_SELECT_PROXY_COUNTRY",
  "maxConcurrentRequests": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Parameter reference

• categoryOrProductUrls (array) — Use a link to the Amazon category/product you want to scrape. Required: Yes. Default: none.
• maxItemsPerStartUrl (integer) — Maximum number of results to scrape per start URL. Required: No. Default: 100.
• language (string, nullable) — Language to use on Amazon (domain-dependent). Required: No. Default: null.
• proxyCountry (string) — Proxy country selection. Required: No. Default: AUTO_SELECT_PROXY_COUNTRY.
• maxSearchPagesPerStartUrl (integer) — Maximum search pages per start URL. Required: No. Default: 9999.
• maxProductVariantsAsSeparateResults (integer) — Maximum product variants to output as separate results. Required: No. Default: none.
• maxOffers (integer) — Maximum number of offers to scrape per product. Required: No. Default: 0.
• scrapeSellers (boolean) — Extract further information about sellers of the product. Required: No. Default: false.
• ensureLoadedProductDescriptionFields (boolean) — Ensure seller-editable product description fields are loaded. Required: No. Default: false.
• useCaptchaSolver (boolean) — Automatically solve CAPTCHAs (see description caveats). Required: No. Default: false.
• scrapeProductVariantPrices (boolean) — Extract prices of different product variations. Required: No. Default: false.
• scrapeProductDetails (boolean) — If disabled, only quick info is extracted from category pages. Required: No. Default: true.
• maxConcurrentRequests (integer) — Number of concurrent product page requests. Required: No. Default: 10.
• countryCode (string, nullable) — Country code for delivery location. Required: No. Default: null.
• zipCode (string, nullable) — Zip code for delivery location. Required: No. Default: null.
• locationDeliverableRoutes (array) — Routes where delivery location settings are applied (PRODUCT, SEARCH, OFFERS). Required: No. Default: ["PRODUCT", "SEARCH", "OFFERS"].
• proxyConfiguration (object) — Apify proxy settings (use residential for best results). Required: No. Default: none (prefill: useApifyProxy true, group RESIDENTIAL).

Example dataset item (one product)

{
  "title": "Logitech K400 Plus Wireless Touch TV Keyboard",
  "url": "https://www.amazon.com/dp/B014EUQOGK",
  "asin": "B014EUQOGK",
  "originalAsin": "B014EUQOGK",
  "price": { "value": 24.99, "currency": "$" },
  "inStock": true,
  "inStockText": "In Stock",
  "listPrice": { "value": 39.99, "currency": "$" },
  "brand": "Logitech",
  "author": null,
  "shippingPrice": { "value": 5.99, "currency": "$" },
  "stars": 4.4,
  "starsBreakdown": { "5star": 0.68, "4star": 0.20, "3star": 0.07, "2star": 0.03, "1star": 0.02 },
  "reviewsCount": 38542,
  "answeredQuestions": 57,
  "breadCrumbs": "Electronics > Keyboards > Wireless",
  "videosCount": 0,
  "visitStoreLink": { "text": "Visit the Logitech Store", "url": "https://www.amazon.com/stores/Logitech" },
  "thumbnailImage": "https://m.media-amazon.com/images/I/…._AC_UY218_.jpg",
  "galleryThumbnails": ["https://m.media-amazon.com/images/I/…SS40_.jpg"],
  "highResolutionImages": ["https://m.media-amazon.com/images/I/…_SL1500_.jpg"],
  "importantInformation": null,
  "sustainabilityFeatures": null,
  "description": "Compact keyboard with integrated touchpad designed for living room media control.",
  "features": ["Easy-access media keys", "10-meter wireless range"],
  "attributes": [],
  "productOverview": [
    { "key": "Brand", "value": "Logitech" },
    { "key": "Connectivity", "value": "Wireless" }
  ],
  "variantAsins": ["B014EUQOGK"],
  "variantDetails": [],
  "reviewsLink": "/product-reviews/B014EUQOGK?reviewerType=all_reviews",
  "hasReviews": true,
  "delivery": "Friday, March 20",
  "fastestDelivery": "Thursday, March 19",
  "returnPolicy": "Eligible for return, refund or replacement within 30 days of receipt.",
  "support": null,
  "variantAttributes": [],
  "manufacturerAttributes": [],
  "seller": {
    "id": "A1ABCDEF12",
    "url": "https://www.amazon.com/sp?seller=A1ABCDEF12",
    "name": "Logitech Store",
    "businessName": null,
    "phone": null,
    "address": null
  },
  "bestsellerRanks": [
    { "rank": 3, "category": "Computer Keyboards" }
  ],
  "isAmazonChoice": false,
  "amazonChoiceText": null,
  "bookDescription": null,
  "priceRange": null,
  "aPlusContent": null,
  "brandStory": null,
  "productComparison": null,
  "aiReviewsSummary": null,
  "monthlyPurchaseVolume": "3K bought in past month",
  "productPageReviews": [],
  "productPageReviewsFromOtherCountries": [],
  "locationText": "Deliver to New York 10001",
  "loadedCountryCode": "US",
  "offers": [],
  "unNormalizedProductUrl": "https://www.amazon.com/s?k=keyboard",
  "categoryPageData": {
    "pageNumber": 1,
    "saleSummary": null,
    "isSponsored": false,
    "bestsellerBadge": null,
    "productPosition": 1
  },
  "input": "https://www.amazon.com/s?k=keyboard"
}

Note: In addition to dataset items, the actor stores a run summary in the key-value store under the "OUTPUT" key with fields: status, scrapedAt, duration, stats, products, errors.

FAQ

Does this actor scrape Amazon product pages and search results?

Yes. If you provide product URLs, it scrapes detailed product pages. If you provide category/search URLs, it finds product links and scrapes those, honoring maxItemsPerStartUrl and maxSearchPagesPerStartUrl.

Can it capture prices, ratings, and reviews?

Yes. It extracts price and listPrice when available, parses stars and reviewsCount, and includes a reviewsLink and hasReviews flag. It does not download full review texts by default (productPageReviews is included as an empty array in the output).

How does proxy configuration work?

By default you can use Apify Residential proxies via proxyConfiguration. The proxyCountry setting is AUTO_SELECT_PROXY_COUNTRY unless you override it; set NO_PROXY to disable proxies. The actor negotiates a proxy URL and uses it for HTTP/HTTPS requests.

Can I monitor competitor prices with this?

Yes. With structured price, listPrice, inStock, and delivery fields, it’s a solid base for an amazon competitor price scraper pipeline, especially when scheduled on Apify.

Does it support product variants and sellers?

Yes. The output includes variantAsins and a featured seller object (id, url, name, etc.). Optional inputs let you scrape sellers and variant prices more deeply when enabled.

How fast can it run?

You control throughput via maxConcurrentRequests (default 10, up to 20). Results are pushed to the dataset as each product finishes, enabling real-time monitoring.

Is CAPTCHA solving supported?

Yes, via useCaptchaSolver. This is optimized for the .com domain and may cause some fields (attributes, manufacturer attributes, bestseller ranks) to be unavailable after a solved CAPTCHA, as noted in the input description.

Can I localize pricing and availability?

Yes. Use countryCode and zipCode to set delivery location, and locationDeliverableRoutes to apply those settings to PRODUCT, SEARCH, and/or OFFERS pages for localized data.

Final thoughts

Amazon Product Scraper is built to extract structured Amazon product data reliably at scale. With concurrent crawling, proxy country control, and clean JSON output, it equips marketers, developers, analysts, and researchers to automate catalog research, price tracking, and market analysis. Developers can integrate dataset exports or the key-value summary into pipelines and dashboards. Start extracting smarter product insights and power your next Amazon dataset today.