Amazon Product Scraper: Prices, Reviews, BSR, No Login

Amazon Product Scraper reads public Amazon pages by keyword, ASIN or link and returns rows with price, rating and reviews count, with no login or API key. Product pages add Best Sellers Rank, seller and stock. Use it to compare products or watch prices over time: the smallest run takes one keyword, returns 10 rows in about 10 seconds and costs $0.0068 on the Free plan.

The values in this banner are examples.

Table of contents

• What it does
• How it works
• Quick start
• Use cases
• Input
• Output
• Pricing
• Limits
• API, export and integrations
• Troubleshooting
• FAQ
• Related Actors
• Support

What it does

This Amazon scraper collects public product data from Amazon search results, category pages, product pages, ranking lists and public reviews. It works on nine stores: amazon.com, .de, .co.uk, .fr, .it, .es, .ca, .co.jp and .com.au.

The result is one Dataset row per product or review. A run can also remember prices under a name you choose. The next run with that name shows what changed.

The Actor reads only what a signed-out visitor sees. It does not log in, solve CAPTCHAs or collect reviewer names.

Good fit

• Track a competitor's price and stock with a daily scheduled run in mode: product.
• Find products for a keyword with price, rating, reviews count and search position.
• Check Best Sellers Rank and seller for a list of ASINs.
• Compare one ASIN across stores, with each store's price in its own currency.
• Spot a discount that may not be real: the strike-through price rose while the price did not fall.

👉 Try it now: open the input form

How it works

1. You add keywords, ASINs or any Amazon links and choose a store.
2. The Actor opens the public pages, sets a delivery address in the chosen store when it can, and retries blocked pages.
3. It removes duplicates, applies your filters and compares prices with the previous run if you set monitorName.
4. It saves rows to the Dataset, a run report to RUN_SUMMARY and results per input to SUMMARY.

👉 Try it now: open the input form

Quick start

1. Open the Input tab. The form already holds standing desk in searchQueries (box 1 in the picture). The store stays com.

2. Keep maxItems at 10 for a first test (box 2). Then start the run.

3. Open the Output tab when the run ends (box 3 in the second picture). In the Products view, read title, price and rating (box 4).

   

   Search rows have no seller, bsr or stock, and brand can be empty, as in this picture. Use mode: product to fill them.

4. Download the rows from the run page as CSV, Excel or JSON.

Expected result: 10 rows in about 10 seconds, each with an ASIN, a title, a price and a search position. The run costs $0.0068 on the Free plan.

👉 Try it now: open the input form

Use cases

Buyer job	Input path	Output entity	Key fields	Next integration
Watch competitor prices	mode: product, asins, monitorName	Product row	changeStatus, price, previousPrice, priceChange	Schedule plus Slack delivery
Research a keyword	searchQueries	Search row	title, price, rating, reviewsCount, searchRank	CSV or Excel export
Check a catalog of ASINs	mode: product, asins	Product row	brand, seller, bsr, inStock, category	API or spreadsheet
Read a ranking list	mode: bestsellers, rankingType	Ranking row	searchRank, title, price, rating	CSV export
Sum up customer opinion	mode: reviews, asins	Review and summary rows	reviewText, starDistribution, reviewThemes	AI agent through MCP

👉 Try it now: open the input form

Input

Input fields

No field is required by the form, but a run needs something to read. With no valid keyword, ASIN or link, the run fails with NO_TARGETS at no charge. Duplicates in one run are removed: four forms of one ASIN give one row.

Field	Plain name	Type	Required	Default / prefill	Allowed values	Effect	Example	Recommendation
mode	What to read	string	no	default search	search, product, reviews, bestsellers	Picks the page type	product	Links in productUrls keep their own type in any mode
marketplace	Store	string	no	default and prefill com	com, de, co.uk, fr, it, es, ca, co.jp, com.au	Store for keywords and ASINs	de	com has no setup charge
searchQueries	Keywords	array of strings	for search	prefill standing desk	up to 50	Keywords to search	yoga mat	One row limit covers all keywords
asins	ASINs	array of strings	for product and reviews	none	up to 1000	Amazon product IDs	B0DWMJMV7L	The largest list tested is 60
productUrls	Amazon links	array of objects	no	none	up to 1000	Search, category, product or ranking links	{"url":"https://www.amazon.com/dp/B0DWMJMV7L"}	The store comes from the link
maxItems	Row limit	integer	no	default 100, prefill 10	1 to 1500	Paid rows in the whole run	500	Lower it to control spending
maxReviews	Reviews per product	integer	no	default 20	1 to 100	Reviews to read per product	10	A product may return fewer
extraMarketplaces	Other stores	array of strings	no	none	up to 8 stores	Also reads these stores	["de","co.uk"]	Each store above com adds a setup charge
rankingType	Ranking list	string	no	default bestsellers	bestsellers, new-releases, movers	List in bestsellers mode with no link	movers	Used only with mode: bestsellers
deliveryZip	Postcode	string	no	store default	postcode of the main store	Prices for this postcode	10001	Not available on it and es
sortBy	Sort order	string	no	default relevance	relevance, price-asc, price-desc, rating, newest	Order of search results	newest	Search only
minPrice, maxPrice	Price range	number	no	none	0 or more, in store currency	Removes rows outside the range	50	Rows with no price do not pass
minRating	Lowest rating	number	no	none	0 to 5	Removes rows below it	4.5	Rows with no rating do not pass
primeOnly	Prime only	boolean	no	false	true, false	Uses Amazon's Prime filter	true	Search on com only
excludeSponsored	Skip sponsored	boolean	no	false	true, false	Skips sponsored rows	true	Skipped rows still count in searchRank
reviewsNewerThan	Reviews since	string	no	none	YYYY-MM-DD	Keeps newer reviews	2026-01-01	Reviews with no date do not pass
reviewStars	Review stars	array	no	none	star ratings	Keeps these ratings	["1","2"]	Reviews with no rating do not pass
includeVariants	Variants	boolean	no	false	true, false	Adds sizes and colors in variants	true	Product mode
variantPrices	Variant prices	boolean	no	false	true, false	Opens up to 20 variant pages per product	true	Needs includeVariants. Each page is one page-check
monitorName	Monitor name	string	no	none	letters, digits, hyphens, up to 40	Remembers prices between runs	my-desks	Keep the same name for each run
onlyChanges	Only changes	boolean	no	false	true, false	Outputs only changed rows	true	Needs monitorName
outputFormat	Row shape	string	no	default flat	flat, nested	Flat columns or nested groups	nested	Use flat for spreadsheets
deliveryConnector	Connector	string	no	none	your MCP connector	Posts a summary after the run	Slack connector	Optional
deliveryTarget	Where to post	string	no	none	Notion page link or Slack channel ID	Destination of the summary	Slack channel ID	Empty lets the connector decide

Interacting settings

When	Input A	Input B	Effective behavior	Example	Cost/result effect
Filter removes all rows	minPrice	searchQueries	The Actor keeps reading, up to 20 pages per keyword	minPrice: 99999	20 page-check for one keyword, $0.052, 0 rows
Unchanged monitor	monitorName	onlyChanges	Unchanged items are hidden	same list twice	One page-check per unchanged item, no result charge
One ASIN in many stores	asins	extraMarketplaces	One row, with prices in marketplacePrices	["de","co.uk"]	One marketplace-setup per store other than com
Variant prices	includeVariants	variantPrices	Opens variant pages	14 variants	One page-check per opened page
Limit reached	maxItems	maxTotalChargeUsd	The first limit reached ends the run	maxItems: 100	Status partial at the charge limit
Invalid pair	minPrice	maxPrice	Run fails if minPrice is higher	10 and 5	Fails with INVALID_INPUT, no charge

Input examples

Search one keyword

{
  "marketplace": "com",
  "searchQueries": ["standing desk"],
  "maxItems": 10
}

Expected behavior: the Actor reads one search page. Expected output: 10 search rows with asin, title, price, rating and searchRank. Limit or cost note: $0.0068 on the Free plan.

Track prices of products

{
  "mode": "product",
  "asins": ["B0DWMJMV7L", "B0DWMNPW7D"],
  "monitorName": "my-desks",
  "onlyChanges": true
}

Expected behavior: the first run marks every row new. Later runs output only rows that changed. Expected output: product rows with changeStatus, price, previousPrice and priceChange. Limit or cost note: a changed row costs one product-result. An unchanged item costs one page-check.

👉 Try it now: open the input form

Output

Output fields

Every flat row has the same columns. A field with no value is null, not missing. Search rows have no brand, seller, bsr or inStock, because these appear only on the product page. Use mode: product when you need them.

Field	Meaning	Type	Can be empty?	Example / enum	Source / notes
recordType	Row type	string	no	product, search, ranking, review, reviewSummary	Set by the Actor
status	Row state	string	no	complete, partial, not_found, error	note explains the last three
note	Why a row is not complete	string	yes	Amazon shows only an excerpt...	Set by the Actor
asin	Amazon product ID	string	no	B0F8MHPVPH	Page
marketplace	Store	string	no	com	Input or link
title	Product title	string	conditional	FEZIBO Standing Desk...	Page, in the store's language
brand	Brand	string	yes	Veken	Product page
price	Price everyone pays	number	yes	99.98	Page
listPrice	Strike-through price	number	yes	112.99	Page
primePrice	Price only Prime members pay	number	yes	104.99	Page, when shown
currency	ISO currency code	string	yes	USD	Page
discountPercent	Discount from listPrice	number	yes	11.5	Calculated
discountFromPreviousPercent	Real discount from the previous run	number	yes	10	Monitor only
fakeDiscountSuspected	Strike-through price rose or appeared while the price did not fall	boolean	yes	true	Monitor only
deliveryLocation	Delivery location on the page	string	yes	75001	Page
priceIsLocal	Price is for an address in this store	boolean	yes	true	false on it and es
rating	Average stars	number	yes	4.5	Page
reviewsCount	Number of ratings	number	yes	4963	Page
starDistribution	Share of reviews per star	object	yes	{"5":78}	Product page
reviewThemes	Frequent pros and cons with counts	array	yes	Quality, 673 mentions	Amazon or counted
themesSource	Where themes came from	string	yes	amazon, frequency	Set by the Actor
verifiedShare	Share of verified purchases read	number	yes	0.9	Needs full reviews
aiReviewsSummary	Amazon's own review summary	string	yes	Customers find...	Product page
bsr	Best Sellers Rank in the main category	number	yes	704	Product page
bsrRanks	Rank in every listed category	array	yes		Product page
searchRank	Place on the page, sponsored included	number	yes	1	Search and ranking rows
organicRank	Place among non-sponsored results	number	yes	1	Search rows
rankingType	Ranking list	string	yes	bestsellers	Ranking rows
isSponsored	Sponsored result	boolean	yes	false	Search rows
searchQuery	Keyword or link behind the row	string	yes	standing desk	Input
category, breadcrumbs	Main category and path	string, array	yes	Utility Tables	Product page
seller	Seller name	string	yes	Aborder Products	Product page
prime	Prime badge seen	boolean	yes	true	null means unknown: signed-out pages usually hide it
inStock	Availability	boolean	yes	true	null when the page does not say
images	Image links	array	yes		Page
url	Product page	string	yes	https://www.amazon.com/dp/B0F8MHPVPH	Built from the ASIN
features, description	Bullets and description	array, string	yes		Product page
boughtPastMonth	Amazon's sales text	string	yes	5K+ bought in past month	Page
deliveryText	Delivery estimate	string	yes		Page
variants	Other sizes and colors	array	yes		With includeVariants
marketplacePrices	Price per store	array	yes		With extraMarketplaces
changeStatus	Change since last run	string	yes	new, priceDown, priceUp, backInStock, outOfStock, removed, unchanged	Monitor only
priceChange, previousPrice	Difference and last price	number	yes	-10, 159.98	Monitor only
reviewId	Review ID	string	yes	R3QR3YJUS5M67Q	Review rows
reviewRating, reviewTitle	Stars and title of the review	number, string	yes		Empty for excerpts
reviewText	Review text or excerpt	string	yes	Great desk...	No reviewer names
reviewDate, reviewDateText	Date as YYYY-MM-DD and as written	string	yes		Empty for excerpts
reviewVerified	Verified purchase	boolean	yes	true	Empty for excerpts
reviewUrl	Public link to the review	string	yes		Review rows
reviewAspect	Topic of the excerpt	string	yes	quality	Excerpts
reviewIsExcerpt	Only an excerpt could be read	boolean	yes	true	Review rows

Output entities and surfaces

Situation	Dataset/API/KVS/live view	Result shape	User action
Normal item	Dataset views Products, Reviews, Price changes	One row with status: complete	Open a view or export it
Domain-empty result	Empty Dataset, RUN_SUMMARY	stopReason is NO_RESULTS, NO_MATCHES or NO_CHANGES, with a reason	Change the keyword or filters
ASIN does not exist	Dataset row, RUN_SUMMARY	Free row with status: not_found, or run status NOT_FOUND	Check the ASIN and store
Partial row	Dataset	status: partial, a note, some null fields	Read note
Partial run	Dataset, RUN_SUMMARY	status: partial, with unprocessedInputs and failedInputs	Run those inputs again
Technical failure	Run status FAILED, RUN_SUMMARY	stopReason, no useful rows	Follow Troubleshooting

Output example

This is a real row from the keyword example, trimmed to the filled fields. Fields not shown are null in this row.

{
  "recordType": "search",
  "status": "complete",
  "asin": "B0F8MHPVPH",
  "marketplace": "com",
  "title": "FEZIBO Standing Desk 48 × 24 Inch Electric Height Adjustable, Maple",
  "price": 99.98,
  "listPrice": 112.99,
  "currency": "USD",
  "discountPercent": 11.5,
  "priceIsLocal": true,
  "rating": 4.5,
  "reviewsCount": 4963,
  "searchRank": 1,
  "organicRank": 1,
  "isSponsored": false,
  "searchQuery": "standing desk",
  "url": "https://www.amazon.com/dp/B0F8MHPVPH",
  "boughtPastMonth": "5K+ bought in past month"
}

null means the page did not show the value. It does not mean the value is zero.

Send results to Slack or Notion

Pick your connector in the optional deliveryConnector field. After the run saves its data, the Actor posts a short summary (up to 25 rows and a link to the full dataset) there. Put a Notion page link or a Slack channel ID in deliveryTarget: in Notion every run is added on top of that one page, so your workspace does not fill up with new pages. A delivery error never fails the run and costs nothing extra. Connect a service once in Apify Console → MCP connectors.

Use case → fields

Buyer job	Input path	Output entity	Key fields	Next integration
Watch prices	asins, monitorName	Product row	changeStatus, price, previousPrice	Slack delivery
Find products	searchQueries	Search row	title, price, rating, searchRank	CSV export
Check sellers and rank	asins	Product row	seller, bsr, inStock	API
Compare stores	asins, extraMarketplaces	Product row	marketplacePrices	JSON export
Read opinion	mode: reviews	Review rows	reviewText, reviewThemes	MCP

👉 Try it now: open the input form

Pricing

Pricing unit

You pay per event. There is no start fee, and the developer pays platform usage. The price of result events falls with your Apify plan.

Event	When it is charged	Free	Bronze	Silver	Gold and above
search-result	One row from search, category or ranking pages	$0.00042	$0.000378	$0.000336	$0.000294
product-result	One full row from a product page	$0.0045	$0.00405	$0.0036	$0.00315
review-result	One public review or excerpt	$0.001	$0.0009	$0.0008	$0.0007
page-check	One search page, one unchanged monitor item, one opened variant page, one product page with no price	$0.0026	$0.0026	$0.0026	$0.0026
marketplace-setup	Setting an address, once per store in a run, except com	$0.035	$0.035	$0.035	$0.035
local-page	One search page on it or es	$0.01	$0.01	$0.01	$0.01

What you pay when there are no rows:

• A keyword with no results costs one page-check, $0.0026.
• A filter with no matches costs one page-check per page read, up to 20 pages per keyword, so $0.052 per keyword.
• A monitor with no changes costs one page-check per unchanged item or search page.
• Invalid input costs nothing, because the run stops before reading any page.
• A not_found row and a failed input are not charged as results. Pages read before a failure stay charged.

The smallest maximum charge you can set for a run is $0.04. That is enough for one row in any store. When a run reaches your maximum charge, it ends as SUCCEEDED with status: partial and stopReason: CHARGE_LIMIT, and it never goes over the limit.

Cost examples

Amounts are on the Free plan, then on the Gold plan. Search pages hold about 20 rows.

Scenario	Input scope	Expected item/event count	Base charge	Optional charge	Stop/cap behavior
Small search	1 keyword, com, 10 rows	1 page, 10 rows	$0.0068 / $0.0055	none	maxItems
Normal search	com, 100 rows	about 5 pages, 100 rows	about $0.055 / $0.042	none	maxItems
Big search	com, 1000 rows	about 50 pages, 1000 rows	about $0.55 / $0.42	none	maxItems
Search in Germany	1 keyword, de, 5 rows	1 setup, 1 page, 5 rows	$0.040 / $0.039	setup in base	maxItems
Products	60 ASINs, com	60 rows	$0.27 / $0.19	variant pages	maxItems
Reviews	1 ASIN, com, 5 reviews	1 page, 5 reviews, 1 free summary	$0.0076 / $0.0061	none	maxReviews
Monitor, no changes	1 ASIN, onlyChanges	1 check	$0.0026 / $0.0026	none	none

👉 Try it now: open the input form

Limits

• One run saves at most 1500 rows (maxItems). The largest test had 10 keywords. It took 345 to 538 seconds at 1024 MB, so it comes close to the default 600-second timeout.
• One run takes up to 50 keywords, 1000 ASINs and 1000 links. The largest product list tested is 60 ASINs: it took 206 to 256 seconds at 1024 MB. Blocks make it slower: in one of those runs, 22 of 82 page requests were blocked and retried. On a long list raise the run timeout. Inputs not reached are listed in unprocessedInputs and not charged.
• Search reads up to 20 pages per keyword. Ranking lists read up to 2 pages.
• Reviews on amazon.com are public excerpts only. reviewText, reviewId, reviewAspect and reviewIsExcerpt are filled, but stars, title, date and reviewVerified are empty. The full review pages need a login, and this Actor does not log in. On amazon.de, reviews came with full fields. Other stores may differ: check reviewIsExcerpt. A product may return fewer reviews than maxReviews.
• On amazon.it and amazon.es no delivery address can be set. priceIsLocal is false. Search rows there have prices. A product page row may have no price: it comes with status: partial and costs one page-check, not a product-result. For prices on these two stores use search.
• A batch is best-effort: one failed input does not stop the others, and a run with useful rows stays SUCCEEDED with status: partial. Five failed pages in a row end the run with SOURCE_ERROR. So do 100 seconds with no page read. A page above 16 MB counts as failed for its input.
• Prices depend on the delivery address and on time. Two runs may differ, and search order may differ from what you see in your browser.
• Offers from other sellers are not collected: seller holds the seller shown on the product page.
• The Actor does not collect buyer names, does not use cookies and does not solve CAPTCHAs.
• This Actor is not made by or linked to Amazon.
• Minimum memory is 1024 MB. Default run settings are 1024 MB and 600 seconds.

👉 Try it now: open the input form

API, export and integrations

• API: start a run with the Apify API and the same JSON as the input form. Read rows from the Dataset items endpoint. Use view=products, view=reviews or view=changes.
• Export: download the Dataset as JSON, CSV, Excel, XML or HTML from the Output tab.
• Scheduling: create an Apify Schedule with the same monitorName to track prices. Read changeStatus in each run.
• Webhooks / no-code: an Apify webhook on run end can start your next step. It reads defaultDatasetId from the run.
• SDK / MCP / agent: see below.

Use with AI agents (MCP)

MCP server URL with only this Actor: https://mcp.apify.com?tools=cliqtomedia/amazon-scraper

Smallest useful input:

{
  "marketplace": "com",
  "searchQueries": ["standing desk"],
  "maxItems": 10
}

Key output fields:

• asin: Amazon product ID.
• title: product title.
• price and currency: price everyone pays and its currency.
• rating and reviewsCount: average stars and number of ratings.
• searchRank: place on the search page.

Typical run: about 10 seconds and $0.0068 on the Free plan for this input. Limits: up to 1500 rows per run, and the maximum charge per run cannot be under $0.04.

👉 Try it now: open the input form

Troubleshooting

The run failed right after the start

Symptom: FAILED with NO_TARGETS or INVALID_INPUT. Likely reason: there is no valid keyword, ASIN or link, or a pair of fields conflicts. Check: read reason in RUN_SUMMARY. Action: fix the input and run again. This failure costs nothing.

The run succeeded with 0 rows

Symptom: an empty Dataset and stopReason set in RUN_SUMMARY. Likely reason: NO_RESULTS means Amazon has no results. NO_MATCHES means your filters removed all rows. NO_CHANGES means a monitor saw no change. Check: notes shows how many rows the filters removed. Action: change the keyword or filters. For NO_CHANGES, no action is needed.

Fewer rows than maxItems

Symptom: status: partial, or fewer rows with status: complete. Likely reason: the keyword ran out of results, or the run reached CHARGE_LIMIT, DEADLINE or MAX_ITEMS. Check: read stopReason and unprocessedInputs in RUN_SUMMARY. Action: raise the maximum charge or timeout, and run the listed inputs again.

Some inputs failed

Symptom: inputs in failedInputs, stopReason: SOURCE_ERROR. Likely reason: Amazon blocked these pages after retries. One failed input does not stop the others, but five failed pages in a row end the run. A run with useful rows stays SUCCEEDED with status: partial. A run with no useful rows ends as FAILED. Check: look at failedInputs and pages.blocks in RUN_SUMMARY. Action: wait and run only the failed inputs again.

The run stopped with 0 rows on a store other than amazon.com

Symptom: CHARGE_LIMIT and no rows on de or another store. Likely reason: your maximum charge cannot cover the rest of the work after marketplace-setup, $0.035. Check: compare the maximum charge with the Cost examples. Action: raise the maximum charge.

Prices differ from my browser

Symptom: price is not what you see on Amazon. Likely reason: the delivery address or the time differs. A Prime price goes in primePrice, not price. Check: read deliveryLocation and priceIsLocal. Action: set deliveryZip to your postcode. This does not work on it and es.

Review stars and dates are empty

Symptom: reviewRating and reviewDate are null, and reviewIsExcerpt is true. Likely reason: on amazon.com only excerpts are public without a login. Check: read note in the row. Action: use starDistribution and reviewThemes in the summary row for the overall picture.

Monitor shows a warning about a storage name

Symptom: notes says price history is unavailable, and rows have no change data. Likely reason: your account already has a storage with this monitorName that this Actor may not open. Check: read notes in RUN_SUMMARY. Action: use a new monitorName.

👉 Try it now: open the input form

FAQ

Do I need an Amazon account, cookies or an API key?

No. The Actor reads public pages and takes no login, no cookies and no Amazon API key. You need only an Apify account.

How do I scrape products from Amazon?

Add a keyword to searchQueries, or ASINs to asins with mode: product. Click Start and open the Output tab. The Quick start above shows each step.

Can I export Amazon data to CSV?

Yes. Open the Output tab and download CSV, Excel or JSON. With outputFormat: flat every row has the same columns.

Is it a price tracker?

It can work like one. Set monitorName and run the Actor on a schedule. It does not send alerts by itself: use deliveryConnector to post a summary to Slack or Notion, or read changeStatus through the API.

What does a run with no results cost?

One page-check, $0.0026. A filter with no matches can read up to 20 pages per keyword. Set a maximum charge if you use strict filters on many keywords.

Can I get all reviews of a product?

No. Amazon shows only the first public reviews without a login, and this Actor does not go past that. On amazon.com they are excerpts.

Is scraping Amazon allowed?

The Actor reads public pages only and collects no reviewer names. Whether your use is allowed depends on your country, your purpose and Amazon's terms. Ask your legal adviser if you are not sure.

How fresh is the data?

Each row shows the page at the time of the run. Rank and price change during the day. Run again to get newer values.

👉 Try it now: open the input form

Related Actors

• eBay Sold Listings Scraper - Sold Prices & Dates: sold prices and dates from another marketplace.
• WooCommerce Store Products Export - Prices, Stock, No Login: prices and stock from one online store.
• Wildberries Scraper: Products, Prices, Reviews, No Login: products, prices and reviews from Wildberries.
• JD.com Scraper: Prices, Review Counts & Ratings, No Login: prices, review counts and ratings from JD.com.

👉 Try it now: open the input form

Support

For a bug, question or feature request, open the Actor's Issues tab on Apify. Include the run ID, the input mode and the error text. Never send tokens, cookies or billing data.

👉 Try it now: open the input form