Amazon Product Scraper — Search, Price, Rating & Reviews

Type a keyword into Amazon and get products back. One row per ASIN, carrying asin, title, brand, price, priceRaw, currency, rating, reviewCount, sponsored, image, url, searchTerm, domain and scrapedAt — plus availability, inStock, features (the whole bullet list) and images (the full hi-res gallery, median ~20 per product) when you switch on full product detail.

Feed it search terms, product URLs, bare ASINs, or all three in one run — everything lands in one dataset, deduplicated on ASIN. Works on 12 marketplaces (.com, .co.uk, .de, .ca, .com.au, .fr, .es, .it, .in, .co.jp, .com.mx, .com.br), and the proxy exit country follows the marketplace automatically. No login. No cookies. No Amazon account. No CAPTCHA solving.

Scope, measured 2026-08-13, not quoted from a marketing page: one keyword is worth a few hundred products. An uncapped walk of running shoes on amazon.com ran out after 8 pages of cards and returned 378 raw result cards → 308 unique ASINs; page 8 contributed 3 of those 308. Volume here comes from running many keywords, not from digging one.

Quick start

{ "searchTerms": ["wireless earbuds"], "maxItems": 20, "fetchProductDetails": false }

That is literally the input the actor ships with — click Try for free and hit Start, no edits. Verified 2026-08-13 on the Apify platform (build 0.1.5, this exact input, nothing typed): 20 rows in 7.5 seconds, charged 20 × $0.0045 = $0.09.

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The wedge: full product detail costs time, not money

Every product is $0.0045, whether the row is a search card or a complete product page. Turning on fetchProductDetails adds one request per product — it does not add a charge, a per-offer fee, a per-seller fee or a delivery-location fee. Measured on 40 live products (2026-08-13), that upgrade is worth:

	Search card only	With full product detail
title / price / image	100%	100%
rating / reviewCount	99%+	97.5–100%
availability	—	97.5–100%
features (bullet list)	—	100%, median 5 bullets
images (hi-res gallery)	—	100%, median 20–21 images
brand	93.5% or 0%, depending on card layout (see limits)	90–92.5%
Wall-clock, measured	20 rows in 7.5 s	40 rows in 1 min 58 s
Price per product	$0.0045	$0.0045

The second thing this actor does that the depth-focused Amazon scrapers do not: search terms and product URLs/ASINs in the same run, reconciled on ASIN. You can hand it ["wireless earbuds"] and a list of 200 competitor ASINs and get one clean deduplicated table out.

Read this before you buy rows

1. Search cards and product pages are the same schema but not the same row. A source: "search" row has brand/availability/features/images at or near null — the card never carried them.

   source: "product"
   and source: "search+detail" rows have them. Plan against the right fill table below.
2. Amazon repeats itself across pages. 378 raw cards on the running shoes walk collapsed to 308 unique ASINs (18.5% repeats). We dedupe on ASIN before billing, so you pay 308, not 378 — but it means a "12-page" run is not 12 pages of new products.
3. One keyword bottoms out. After ~7 pages Amazon starts serving 12-card pages of mostly-seen products and then nothing. If you need 10,000 rows, that is 30–50 keywords, not one keyword and a big maxPagesPerTerm.
4. This is a listing-and-detail scraper, not a sales-intelligence product. There is no Best Sellers Rank, no estimated monthly sales, no seller/offer objects, no variant matrix, no review text. See Honest limits for who to buy that from instead.
5. A price of null is a real inventory state ("Currently unavailable"), not a parse miss. It was 1 row in 308 on the search walk.

What you get — one row per ASIN

Group	Fields
Identity	asin, url (always a canonical /dp/<asin> or full product URL), title
Money	price (number), priceRaw (the string Amazon rendered), currency (ISO code, resolved from the marketplace)
Social proof	rating (0–5 stars), reviewCount (integer count of ratings)
Merchandising	brand, sponsored (true = an Amazon ad placement)
Detail-only	availability (the stock sentence), inStock (boolean), features (array of bullets), images (array of hi-res gallery URLs)
Media	image (the thumbnail on search rows, the first gallery image on detail rows)
Provenance	source (search / product / search+detail), searchTerm, domain, scrapedAt (ISO-8601 UTC)

price is a number in the marketplace's currency; rating is on a 0–5 scale, never a percentage. A field is null when Amazon did not publish it; arrays are null rather than [] when the row never visited a product page.

Field fill — measured 2026-08-13

All figures below come from runs of the shipped build through Apify residential proxy. No home-broadband probe is reported anywhere on this page.

A. Search rows — 308 unique ASINs, the complete uncapped walk of running shoes on amazon.com.

Field	Fill
asin, url, title, image, sponsored, searchTerm, domain, scrapedAt	308/308 = 100%
rating, reviewCount	308/308 = 100%
price, priceRaw, currency	307/308 = 99.7%
brand	288/308 = 93.5% (this card layout only — see below)
availability, inStock, features, images	0% — search cards do not carry them

B. Full-detail rows — two independent 40-product wireless earbuds runs with fetchProductDetails: true (run A and run B, both 2026-08-13). Both recovered 40 of 40 product pages. Where the two runs disagree, both numbers are printed rather than the flattering one.

Field	Run A	Run B
title, price, currency, image	40/40 = 100%	40/40 = 100%
features	100% (median 5 bullets)	100% (median 5 bullets)
images	100% (median 21)	100% (median 20)
rating, reviewCount	40/40 = 100%	39/40 = 97.5%
availability	40/40 = 100%	39/40 = 97.5%
inStock	100%	100% — see the caveat below
brand	36/40 = 90%	37/40 = 92.5%

inStock reaches 100% partly by inference: when a product page publishes no availability sentence but does publish a buyable price, inStock is set true. Read availability when you need the observed string rather than the derived boolean.

The headline that could mislead you: brand was 93.5% on the running shoes search walk and 0 of 22 on the wireless earbuds search walk. Amazon serves two search-card layouts; only the newer one prints a brand line above the title. If you need brand on every row, turn on fetchProductDetails (90% there) rather than relying on the card.

Every run prints its own measured fill in the log, e.g. Field fill on 40 row(s) (40 with product-page detail): title 100% · price 100% · … · brand 90%.

How to run it

Keyword search (the default). Cheapest and fastest. One request per results page.

{ "searchTerms": ["wireless earbuds", "bone conduction headphones"], "maxItems": 200, "maxPagesPerTerm": 7 }

Keyword search plus full detail. One extra request per product; the price per product is unchanged.

{ "searchTerms": ["wireless earbuds"], "maxItems": 40, "fetchProductDetails": true }

A list of products you already know. URLs with or without the /ref= tail, /gp/product/ URLs and bare 10-character ASINs are all accepted in the same array, and always come back as full product pages.

{ "productUrls": ["https://www.amazon.com/dp/B09B8V1LZ3", "B0BQPNMXQV", "https://www.amazon.com/JBL-Vibe-Buds-Wireless-Headphones/dp/B0BQPZ7DMV/ref=sr_1_20"] }

A non-US marketplace. Set domain and nothing else — the proxy country follows it.

{ "searchTerms": ["kettle"], "domain": "amazon.co.uk", "maxItems": 50 }

Diagnose a bad run without paying for it.

{ "searchTerms": ["wireless earbuds"], "diagnose": true }

Sample rows

A real search row, from the running shoes walk:

{
  "asin": "B0CKMC1BGB",
  "url": "https://www.amazon.com/adidas-Racer-Adapt-Sneaker-Black/dp/B0CKMC1BGB/ref=sr_1_2",
  "title": "Men's Lite Racer Adapt 7.0 Running Shoes",
  "brand": "adidas",

  "price": 49,
  "priceRaw": "$49.00",
  "currency": "USD",

  "rating": 4.4,
  "reviewCount": 8170,
  "sponsored": false,

  "availability": null,
  "inStock": null,
  "features": null,
  "images": null,
  "image": "https://m.media-amazon.com/images/I/71DRTGuiksL._AC_UL320_.jpg",

  "source": "search",
  "searchTerm": "running shoes",
  "domain": "amazon.com",
  "scrapedAt": "2026-08-13T02:29:34.291Z"
}

A real search+detail row (bullets and gallery truncated here for length — the actual row carries all 10 bullets and all 36 image URLs):

{
  "asin": "B09FT58QQP",
  "url": "https://www.amazon.com/dp/B09FT58QQP",
  "title": "TOZO A1 Wireless Earbuds Bluetooth 5.3 Light Weight in Ear IPX5 Waterproof Headphones 2 Mic for AI Calls…",
  "brand": "TOZO",

  "price": 13.99,
  "priceRaw": "$13.99",
  "currency": "USD",

  "rating": 4.3,
  "reviewCount": 116348,
  "sponsored": false,

  "availability": "In Stock",
  "inStock": true,
  "features": [
    "[Ultra-Lightweight Ear Buds Designed for Small Ears] Each earbud weighs only 3.7g …",
    "[Immersive Stereo Sound with TOZO OrigX Technology] TOZO OrigX tuning delivers clear vocals …"
    // 10 bullets in total
  ],
  "image": "https://m.media-amazon.com/images/I/81+4jNKVFgL._AC_SL1500_.jpg",
  "images": [
    "https://m.media-amazon.com/images/I/81+4jNKVFgL._AC_SL1500_.jpg",
    "https://m.media-amazon.com/images/I/71KW9rwx7KL._AC_SL1500_.jpg"
    // 36 images in total
  ],

  "source": "search+detail",
  "searchTerm": "wireless earbuds",
  "domain": "amazon.com",
  "scrapedAt": "2026-08-13T02:32:11.770Z"
}

Fields people misread:

• rating is stars out of 5 (4.3), never a percentage. reviewCount is Amazon's count of ratings.
• image is a ~320 px thumbnail on search rows and a full-size gallery image on detail rows — they are different sizes of the same product shot, not a fill inconsistency.
• sponsored: true marks an ad placement, not a different kind of product. Sponsored cards link through an ad redirect; the url you get is the resolved product page, never the tracker.
• features: null means the row never opened a product page. It does not mean the product has no bullets.

Input

Field	Type	Default	What it does
searchTerms	array of strings	["wireless earbuds"]	Keywords as typed into Amazon's search box. A results page carries 16–60 cards depending on the query and the day.
productUrls	array of strings	—	Product URLs, /gp/product/ URLs or bare ASINs. Always fetched as full product pages and billed once each.
maxItems	integer	20	Unique products to stop at, across all inputs. Your cost cap: 20 = $0.09, 1,000 = $4.50. 0 = no cap. Duplicates never count against it.
maxPagesPerTerm	integer	5	Search pages per term. Amazon serves ~7 useful pages then repeats; higher values buy time, not rows.
includeSponsored	boolean	true	Keep ad placements (30 of 308 = 9.7% and 56 of 322 = 17.4% on two running shoes walks — ad density moves). Dropped cards are never charged.
fetchProductDetails	boolean	false	Open each search result's product page for brand, availability, features and gallery. One extra request per product; same $0.0045 either way.
domain	select	amazon.com	Which of the 12 marketplaces. Sets the proxy country and the currency labelling.
proxyConfiguration	proxy	Apify RESIDENTIAL, country auto	Residential is required — see the ladder below. Pinning a country here overrides the marketplace default.
requestConcurrency	integer	4	Parallel product-page requests during the detail pass. Clamped to 6; Amazon tightens its block rate under burst load.
diagnose	boolean	false	Probe two search pages plus one product page, dump the raw HTML and a parse report to the key-value store, then exit without writing a row or charging anything.

Marketplaces

amazon.com (USD) · amazon.co.uk (GBP) · amazon.de (EUR) · amazon.ca (CAD) · amazon.com.au (AUD) · amazon.fr (EUR) · amazon.es (EUR) · amazon.it (EUR) · amazon.in (INR) · amazon.co.jp (JPY) · amazon.com.mx (MXN) · amazon.com.br (BRL)

Pricing

$0.0045 per product returned — $4.50 per 1,000. Charged on the product-scraped event. No actor-start fee, and no monthly platform fee from this Actor.

You are charged for unique products delivered. You are not charged for search-result pages, for the product-page fetch that fetchProductDetails performs, for a request we had to retry through the anti-bot challenge, for a sponsored card your includeSponsored: false filter removed, or for the same ASIN twice. Rows are charged as they are pushed, so if you hit a budget cap you get whole rows and stop, never a half-billed dataset.

Run	Products	Cost
The prefilled default run	20	$0.09
A 40-product run with full detail	40	$0.18
The complete running shoes walk, measured	308	$1.39
A thousand rows	1,000	$4.50
Ten thousand rows (≈30–50 keywords)	10,000	$45.00

maxItems is the hard cost cap (default 20; set 0 for uncapped).

Honest limits

• No Best Sellers Rank, no sales estimates, no seller or offer objects, no variant matrix, no review text, no Q&A. This actor returns what a search card and a product page publish, and nothing inferred. If you need BSR or estimated monthly sales, automly/amazon-products-scraper---fast-efficient-with-sales-data models them; if you need per-offer and per-seller depth on a URL you already have, junglee/Amazon-crawler returns it. Both charge extra per offer/seller or a start fee; that is the trade.
• brand on search rows is layout-dependent: 93.5% on one card layout and 0 of 22 on the other. That is Amazon serving two templates, not a parse failure. fetchProductDetails: true gets brand from the product page byline at 90–92.5%.
• brand is 90–92.5%, not 100%, even on product pages. 3–4 of 40 products had no #bylineInfo byline to read. A missing brand means Amazon published none for that ASIN.
• availability and rating are not guaranteed on a product page either. Two 40-product runs measured 40/40 and 39/40 on each. inStock is derived from availability, falling back to "has a buyable price" when Amazon printed no stock sentence — so inStock can be true on a row whose availability is null.
• A single keyword tops out at a few hundred ASINs. 308 unique for running shoes; the 8th page added 3.
• 18.5% of raw search cards are repeats of an ASIN already seen on an earlier page. They are dropped before billing, but they are why page 6 of a walk is worth less than page 2.
• Only 4 of the 12 marketplaces are live-verified: amazon.com, amazon.co.uk, amazon.de and amazon.ca were each run end-to-end on 2026-08-13. The other eight use the identical code path and the same country-matched proxy, but they have not been individually measured and are not being claimed as measured.
• Currency is resolved from the marketplace, not only the symbol. $39.99 on amazon.ca is labelled CAD, not USD. priceRaw always preserves exactly what Amazon rendered, so you can check.
• Residential proxy is mandatory and it is billed to your Apify account separately from this Actor's per-product price. A single datacenter attempt cleared 2 of 20 (see the ladder).
• It does not log in, does not solve CAPTCHAs and buys no CAPTCHA-solving service. When the anti-bot challenge appears, the actor throws away that session and tries a fresh one. That is the whole technique.

How it works, and the transport ladder

Two plain HTTP endpoints, no browser and no API key: GET /s?k=<query>&page=N for search cards and GET /dp/<asin> for product pages, parsed with cheerio. Gallery images come out of the colorImages / ImageBlockATF JavaScript blob the product page ships, with a hiRes/large regex fallback.

Amazon answers some requests with a short per-session anti-bot stub instead of the page. It is per-session, so every attempt is issued on a brand-new proxy session and a blocked attempt is simply retried on a fresh one. Measured through Apify on 2026-08-13, single attempt, N=20 per rung:

Rung	Result
Apify datacenter proxy, auto group	2/20 = 10%
Apify RESIDENTIAL, country matched to the marketplace	12/20 = 60%
RESIDENTIAL + fresh-session retry (what the actor ships)	45 of 45 target pages delivered = 100%, from 54 HTTP attempts — 1.20 attempts per page

Country matters as much as tier: amazon.co.uk failed 6 of 6 attempts from a US residential exit and returned 22 cards on the 2nd attempt from a GB one. amazon.de served a US exit prices in USD with English availability text, and a DE exit prices in EUR on the first attempt. That is why the proxy country follows the domain you pick unless you override it.

Concurrency is capped at 6 on purpose; the detail pass runs at 4 and search pages are walked sequentially with a 300 ms gap.

Uniqueness and dedupe

Products are keyed on ASIN and deduplicated before anything is fetched or charged, so the dataset — and your bill — never holds the same product twice. Measured on contiguous page walks (sparse sampling would have hidden this):

Walk	Raw cards	Unique ASINs	Repeats
running shoes, all 8 pages	378	308	18.5%
running shoes, all 8 pages, repeated on a second run	390	322	17.4%
running shoes, pages 1–5	300	248	17.3% (26 sponsored repeats, 26 organic)
wireless earbuds, pages 1–5	104	75	27.9%

A diagnose probe on 2026-08-13 found page 2 repeating 8 of page 1's 22 ASINs. The mechanism is Amazon's own: sponsored slots re-serve the same ad on several pages, and organic results shuffle between pages within a query. Search terms and productUrls also reconcile against each other — hand it a keyword and an ASIN that the keyword also returns and you are billed once.

Runs are independent: two runs of the same keyword will return overlapping ASINs. Dedupe across runs on asin in your own store.

When a run comes back short

• An input that names no work runs the documented sample instead of erroring. Start the actor with an empty input and it logs a warning naming the fields to set (searchTerms, productUrls) and runs "wireless earbuds" on the selected marketplace, capped at 20 products ($0.09). Set your own terms to replace it.
• Zero rows never succeeds silently, but it never fails either. If Amazon soft-blocked every attempt, or the keyword matched nothing, the run exits cleanly with a status message saying so and nothing is charged — billing is attached to the rows pushed, so an empty run costs $0.
• A search page that cannot be fetched logs a warning and the run continues with what it has. Amazon's block is transient and per-session, so re-running usually clears it; diagnose: true shows the raw bytes.
• Long runs stop before the clock does. The actor reads its own run timeout, reserves the tail for emitting, and pushes everything collected so far rather than being killed mid-crawl. If you see Wall-clock budget reached, raise the run timeout or lower maxItems / maxPagesPerTerm.
• A dead ASIN returns 404 and is logged and skipped (product B0XXXXXXXX: 404 (delisted / invalid ASIN)), not emitted as an empty billed row. You are never charged for an ASIN that no longer exists.
• A product page that comes back but parses no title is dropped, logged as page returned but no title parsed — a degraded row is worse than a missing one.
• In the detail pass, products whose page never came back keep their search-listing data and the run logs how many, e.g. Enriched 38/40 plus a warning naming the 2.
• diagnose: true writes DIAGNOSE, DEBUG_SEARCH_PAGE_1, DEBUG_SEARCH_PAGE_2 and DEBUG_PRODUCT to the key-value store and exits without a dataset row — so you can see the exact bytes Amazon sent us without paying for anything.

Who buys this

• Price-monitoring and repricing tools — asin + price + currency + availability on a schedule is the entire input to a repricer; priceRaw keeps the audit trail.
• Brand-protection and MAP-enforcement teams — run your own brand terms and watch which sponsored ASINs and which price points show up against them.
• Private-label sellers doing keyword research — a keyword's full 308-ASIN walk with rating and reviewCount on every row is a saturation map: how many incumbents, at what price, with what review moat.
• Retail-media and ad agencies — sponsored: true on 9.7% and 17.4% of the same category walk on two different days is a live read on who is buying that keyword.
• E-commerce catalogue and PIM teams — features (median 5 bullets) and images (median ~20 hi-res URLs) populate a product record without a manual copy-paste.
• Market researchers pricing a category — price at 99.7% fill across a whole keyword gives a real price distribution rather than a top-10 sample.

Related actors from us

Actor	What it is	Why you would use it instead
ScrapersDelight/shopgoodwill-scraper	ShopGoodwill auctions by keyword, category or seller	Second-hand and auction pricing, with bids and end times, instead of new retail listings
ScrapersDelight/hipstamp-scraper	HipStamp collectibles listings	Collectibles inventory, where the marketplace is not Amazon

And the honest one-liner: if you need Best Sellers Rank, sales estimates, offers or seller objects, this is not the actor — buy the depth from a depth actor and use this one for cheap, wide, keyword-driven coverage.

FAQ

Does this need an Amazon account, a login or cookies? No. It reads public search-result and product pages only. There is no account, no cookie jar and no API key.

How much does it cost to scrape 1,000 Amazon products? $4.50, at $0.0045 per product returned. There is no actor-start fee. Apify residential proxy traffic is billed separately by the platform.

Do I get charged for the extra product-page fetch when I turn on full detail? No. The price is $0.0045 per product either way. Full detail costs you wall-clock time — 40 products took 1 min 58 s with detail — not money.

Can I get Amazon's whole catalogue in one run? No, and nobody can from search. A query bottoms out at ~7 useful pages: running shoes returned 308 unique ASINs in total. Scale comes from running many keywords.

Two runs, will I get duplicates? Within a run, no — products are deduplicated on ASIN before they are fetched or billed. Across runs, yes: re-running the same keyword returns the same ASINs. Deduplicate on asin on your side.

Does it need a proxy? Yes, residential. A single datacenter attempt cleared 2 of 20 requests; residential cleared 12 of 20, and residential with the built-in fresh-session retry delivered 45 of 45 target pages. The default is already correct — leave it.

Can I scrape amazon.co.uk or amazon.de? Yes — set domain and change nothing else; the proxy exit country follows it automatically. That is load-bearing: amazon.co.uk failed 6 of 6 attempts from a US exit, and amazon.de served a US exit its prices in USD. amazon.com, .co.uk, .de and .ca are live-verified; the other eight share the same code path but have not been individually measured.

Why is brand empty on some rows? On search rows it depends which of Amazon's two card layouts you got — 93.5% on one, 0 of 22 on the other. On full-detail rows it is 90–92.5% across two runs; the missing rows are ASINs with no byline on the product page. Turn on fetchProductDetails if you need brand reliably.

What does price: null mean? That Amazon showed no buyable price — normally "Currently unavailable". It was 1 row in 308 on the search walk. It is an inventory state, not a scraping error.

Does it return reviews, Q&A, BSR or estimated sales? No. Review counts and star ratings, yes; review text, Q&A, Best Sellers Rank, offers, sellers and sales estimates, no. Those belong in a different actor and this page will not pretend otherwise.

Will a run ever succeed with zero rows? No. A run that scrapes nothing throws with the reason rather than handing you a green tick and an empty dataset.

Something looks wrong — how do I debug it without paying? Set diagnose: true. It fetches two search pages and one product page, writes the raw HTML plus a parse report to the key-value store, and exits without writing a dataset row, so nothing is charged.

Can I run it on a schedule or from the API? Yes — Apify Schedules, the Apify API, MCP and the standard integrations (Make, Zapier, Google Sheets, Slack, webhooks) all work, and output exports as JSON, CSV, Excel or HTML.

Legal and fair use

This Actor reads publicly accessible Amazon search-result and product pages. It does not log in, does not solve CAPTCHAs, does not use a CAPTCHA-solving service, and collects nothing behind any authentication.

Amazon's Terms of Service prohibit scraping and direct automated access to Amazon's paid Product Advertising API. Technical access is not permission. Deciding whether your use is lawful in your jurisdiction, and handling any data you collect in line with applicable law, is your responsibility as the operator. Product listings can contain seller names and other personal data — if you process it, GDPR/CCPA obligations are yours.

Amazon® is a trademark of Amazon.com, Inc. This Actor is not affiliated with, endorsed by or sponsored by Amazon.

Feedback

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