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Amazon Product Sales Signals: Bought Past Month, Badges

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Amazon product search results with sales signals: the bought-in-past-month figure (when Amazon shows it), Best Seller, Amazon's Choice and Prime badges, and delivery for a ZIP code. Search by keyword, URL or ASIN for price, list price, rating, reviews, images and specs. No login or API key.

Pricing

from $0.60 / 1,000 product extracteds

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Developer

Detroit Web Agent - Open Data

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Monthly active users

5 hours ago

Last modified

What is Amazon Product Sales Signals: Bought Past Month, Badges?

Features

Four ways in: keywords, search URLs, category URLs (/b?node=...) and product URLs or ASINs, mixed freely in one run.
19 Amazon sites: US, CA, UK, DE, IT, ES, NL, SE, PL, BE, IN, JP, AU, MX, BR, AE, SA, SG, TR. Prices in local currency, optionally for a delivery zipCode.
Fair charging: you pay per unique product delivered. Duplicates and blocked pages are never charged.
Blocking handled: blocked pages are retried on a fresh session, and if you left the proxy off the run can switch itself to Apify residential proxy.

Output

A real row from the 2026-10-16 run above, abridged: long lists and bulky text fields (attributes, variants, aPlusContent, productDescription, aiReviewsSummary, aboutThisItem, importantInformation and others) are left out.

{
  "asin": "B004YAVF8I",
  "title": "Logitech M185 Compact Ambidextrous 2.4 GHz Wireless Mouse - Swift Grey",
  "brand": "Logitech",
  "price": 14.85,
  "listPrice": 17.99,
  "currency": "USD",
  "rating": 4.4,
  "reviewCount": 45383,
  "isPrime": false,
  "isSponsored": false,
  "badges": ["Amazon's Choice"],
  "isAmazonChoice": true,
  "availability": "In Stock",
  "inStock": true,
  "seller": "Slam-Dunk",
  "boughtInPastMonth": "10K+ bought in past month",
  "monthlyPurchaseVolume": 10000,
  "bestsellerRanks": [{ "rank": 1, "category": "Computer Mice" }],
  "starsBreakdown": { "5star": 76, "4star": 11, "3star": 5, "2star": 1, "1star": 7 },
  "breadCrumbs": "Electronics › Computers & Accessories › Computer Accessories & Peripherals › Keyboards, Mice & Accessories › Mice",
  "dimensions": "1.54\"L x 3.89\"W",
  "weight": "4.8 ounces",
  "fastestDelivery": "Tomorrow, October 17",
  "url": "https://www.amazon.com/dp/B004YAVF8I",
  "position": 1,
  "page": 1,
  "query": "wireless mouse",
  "marketplace": "US",
  "source": "search+detail",
  "scrapedAt": "2026-10-16T04:06:39.162Z"
}

Main fields. "Details" means the value comes from the product page and needs scrapeProductDetails on. A field is null or empty when Amazon does not show it.

Field	Meaning
`asin`, `title`, `url`	Product id, title and canonical `/dp/ASIN` link
`price`, `listPrice`, `currency`	Current price, struck-through price when shown, ISO currency code
`rating`, `reviewCount` (also `stars`, `reviewsCount`)	Star rating and number of ratings
`starsBreakdown`	Percentage of ratings at each star level (details)
`isPrime`, `isSponsored`, `badges`, `isAmazonChoice`, `isBestSeller`	Badge and ad flags
`boughtInPastMonth`, `monthlyPurchaseVolume`	Amazon's text and its lower-bound number ("10K+" = 10000)
`bestsellerRanks`	Best Sellers Rank entries, `{rank, category}` (details)
`brand`, `seller`, `sellerId`	Brand and buy-box seller (details)
`availability`, `inStock`	Stock text and true/false
`delivery`, `deliveryDate`, `fastestDelivery`	Delivery texts for the location in effect
`categories`, `breadCrumbs`	Category path as a list and as text (details)
`images`, `thumbnailImage`, `highResolutionImages`	Image URLs
`features`, `description`, `productDescription`, `attributes`	Bullets, description and spec pairs (details)
`variants`, `variantDetails`	Variant ASINs with colour, size or pack labels (details)
`offers`, `offersCount`	Other sellers, when `maxOffers` > 0
`position`, `page`, `query`	Search rank, result page and keyword. Null for ASIN lookups
`dimensions`, `weight`, `manufacturer`, `modelNumber`, `upc`	Specs table values (details)
`marketplace`, `countryCode`, `source`, `scrapedAt`	Site, origin of the row (`search`, `search+detail`, `detail`) and timestamp

Each run also writes an OUTPUT record (requests, blocked searches, rows charged, warnings).

How to use it

Create a free Apify account or log in.
Open the actor, enter a keyword, URL or ASIN, and press Start. Or open the prefilled run.
Open the Output tab and export as CSV, Excel or JSON.

No field is required. An empty input runs an example search for "wireless mouse" so you can see real data first.

Input

This is the exact input of a run on 2026-10-16:

{
  "keywords": ["wireless mouse"],
  "maxItems": 10,
  "maxPages": 1,
  "scrapeProductDetails": true,
  "maxOffers": 0,
  "autoProxyFallback": true,
  "proxyConfiguration": { "useApifyProxy": false }
}

Input	Default	What it does
`keywords`	none	One search per line. Results in Amazon's ranking order
`startUrls`	none	Search, category or product pages on any supported site. The site is read from each URL and filters in a search URL are kept
`asins`	none	10-character product ids, fetched from the country below
`countryCode`	`US`	Amazon site for keywords and ASINs. URLs carry their own
`zipCode`	none	Delivery zip or postcode, set before scraping
`maxItems`	20	Total products, 1 to 5,000. Set it explicitly when calling from the API
`maxItemsPerQuery`	0 (no cap)	Cap per keyword or URL
`maxPages`	1	Result pages per keyword or URL, 1 to 20
`minPrice`, `maxPrice`, `minRating`, `department`	none	Price range, minimum stars (1 to 4.5), Amazon search alias such as `kitchen`
`sort`	Amazon default	`relevance`, `price-asc`, `price-desc`, `avg-rating`, `newest`, `best-sellers`
`primeOnly`	false	Keep only rows with a Prime badge. Reliable on amazon.com only
`scrapeProductDetails`	true	Open each product page for the full field set. Off gives a faster run with search-card fields only
`maxOffers`	0 (off)	Add up to this many seller offers per product
`autoProxyFallback`	true	Switch to Apify residential proxy after two blocked attempts in a row when no proxy was chosen
`proxyConfiguration`	no proxy	Your own Apify Proxy group or custom proxies

What does Amazon Product Search do?

It reads public Amazon search-result and product pages, in Amazon's own ranking order, opens each product page for the full detail set, removes duplicates and writes one row per unique product (by marketplace and ASIN) to an Apify dataset. Download it as JSON, CSV, Excel, XML or HTML, or read it through the API.

Who uses it:

Sellers and brands watching competitor prices, ratings, badges and search position for their keywords.
Price monitors re-checking a fixed list of ASINs on a schedule.
Review, deal and price-comparison sites (including commission-link publishers) that need titles, images, prices and features for a category.
Market researchers sizing a niche from review counts, best-seller ranks and Amazon's "bought in past month" figure.

How much does it cost?

Pay per event, no monthly rental. Read from the actor's Apify pricing on 2026-10-16:

Event	Free	Bronze	Silver	Gold	Platinum	Diamond
Product extracted (per unique row delivered)	$0.004	$0.0034	$0.003	$0.0026	$0.0026	$0.0026
Actor start (per GB of run memory, minimum one)	$0.00005	$0.00005	$0.00005	$0.00005	$0.00005	$0.00005

That is $4.00 per 1,000 products on the free plan and $2.60 on Gold and above. The price is the same with details on or off. Apify's free plan includes $5 of monthly platform credit, which covers about 1,200 products at the free-plan price. Set a maximum cost in the run options to cap any run.

Use it from the API or AI assistants

$curl -X POST "https://api.apify.com/v2/acts/transparent_meteorite~amazon-product-search/run-sync-get-dataset-items?token=$APIFY_TOKEN" \n  -H "Content-Type: application/json" \n  -d '{"keywords":["wireless mouse"],"countryCode":"US","maxItems":20}'

For Claude, Cursor, VS Code or any MCP client, add the Apify MCP server:

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com/?actors=transparent_meteorite/amazon-product-search",
      "headers": { "Authorization": "Bearer <YOUR_APIFY_TOKEN>" }
    }
  }
}

To track prices over time, schedule the actor on a list of ASINs and join datasets on marketplace + asin, comparing price and scrapedAt.

Use cases and n8n automation ideas

Run this actor from an n8n workflow with the Apify node or an HTTP Request node, then read the dataset items in the next step. Ideas:

Price monitoring. Track price and list price for products from a keyword, URL or ASIN.
Product research. Compare ratings, review counts and bought-in-past-month across results.
Catalog checks. Run from n8n on a schedule and flag price or stock changes.

Use cases in detail

Competitor price and badge watch. Put your competitors' ASINs in asins, set countryCode, and schedule the actor daily. Each row carries price, listPrice, badges, isAmazonChoice and availability, and scrapedAt timestamps the snapshot, so appending runs into one sheet gives you a price history. Compare price against listPrice to spot discount depth.

Keyword rank tracking. Rows from a keyword search keep Amazon's own order in position and page. Run the same keywords list every week and look up your ASIN: the change in position is your organic rank movement. Rows with isSponsored: true show which results are ads.

Niche sizing. reviewCount, rating, monthlyPurchaseVolume (the lower bound of Amazon's "bought in past month" text) and bestsellerRanks let you compare products in a category without opening a single page. A niche where many listings show high monthlyPurchaseVolume but low rating is a gap for a better product.

Catalog building for review, price-comparison and commission-link sites. Use title, brand, images, features and url to seed a product page. Turn on scrapeProductDetails so the full feature list, specs and images are present.

Market comparison across countries. The same ASIN can be fetched from different sites by changing countryCode. Prices are returned in each site's currency in the currency field, so convert before comparing.

Example: a weekly rank and price tracker

{
  "keywords": ["stainless steel water bottle"],
  "countryCode": "US",
  "zipCode": "10001",
  "sort": "best-sellers",
  "maxItems": 100,
  "maxPages": 3,
  "scrapeProductDetails": false
}

Switching scrapeProductDetails off returns only the fields shown on the search card (title, price, rating, badges, position), which is faster and enough for rank tracking. zipCode makes delivery text and some prices match a US delivery location instead of Amazon's default.

Example

Input example

{
  "keywords": [
    "wireless mouse"
  ],
  "startUrls": []
}

Sample output

Three real rows from a recent run of this Actor. Personal data is masked, some fields are left out and long values are shortened for readability.

[
  {
    "asin": "B004YAVF8I",
    "title": "Logitech M185 Compact Ambidextrous 2.4 GHz Wireless Mouse - Swift Grey",
    "brand": "Logitech",
    "price": 14.85,
    "listPrice": 17.99,
    "currency": "USD",
    "rating": 4.4,
    "reviewCount": 45383,
    "isPrime": false,
    "badges": [
      "Amazon's Choice"
    ],
    "boughtInPastMonth": "10K+ bought in past month",
    "url": "https://www.amazon.com/dp/B004YAVF8I"
  },
  {
    "asin": "B07CMS5Q6P",
    "title": "Logitech G305 Lightspeed Wireless Gaming Mouse - Black",
    "brand": "Logitech G",
    "price": 29.99,
    "listPrice": 49.99,
    "currency": "USD",
    "rating": 4.6,
    "reviewCount": 40317,
    "isPrime": false,
    "badges": [
      "Amazon's Choice"
    ],
    "boughtInPastMonth": "10K+ bought in past month",
    "url": "https://www.amazon.com/dp/B07CMS5Q6P"
  },
  {
    "asin": "B0F5HPCLGB",
    "title": "Acer Wireless Mouse for Laptop, 2.4GHz Computer Mouse 3 Adjustable 1600 DPI",
    "brand": "Acer",
    "price": 9.98,
    "listPrice": 11.99,
    "currency": "USD",
    "rating": 4.3,
    "reviewCount": 7573,
    "isPrime": false,
    "badges": [
      "Amazon's Choice"
    ],
    "boughtInPastMonth": "10K+ bought in past month",
    "url": "https://www.amazon.com/dp/B0F5HPCLGB"
  }
]

Cost examples

Straight multiplication of the product price in the pricing table above. The start event is a small fraction of a cent per run.

Job	Products	Free plan ($0.004)	Gold and above ($0.0026)
First test	20	$0.08	$0.052
Rank check, one keyword, 3 pages	100	$0.40	$0.26
Daily watch of 50 ASINs for 30 days	1,500	$6.00	$3.90
Large category pull	5,000	$20.00	$13.00

Duplicates and blocked pages are not charged, so a run that hits a block costs less, not more.

Tips for cleaner data

Search results mix organic and sponsored rows. Filter on isSponsored if you only want organic rank.
price is null when Amazon shows "See price in cart" or the item is unavailable. Check availability and inStock before treating a missing price as zero.
boughtInPastMonth is Amazon's rounded text such as "10K+ bought in past month". monthlyPurchaseVolume is the numeric lower bound, not an exact sales figure.
Pass minPrice, maxPrice and minRating to narrow a search before it is scraped instead of filtering afterward. Products you filter out are never charged.
For ASIN lookups, position, page and query are null because no search was run.

Legal and compliance note

The actor reads public product pages the way an anonymous visitor sees them and never logs in or solves captchas. Amazon's terms limit automated access; you are responsible for how you use the data and for staying within the law that applies to you, including copyright on product images and descriptions if you republish them. This is general information, not legal advice.

Amazon Bestsellers: ranked best-seller lists by category.
Website Contact Extractor: emails, phones and social links from a brand's own website.

Limitations

Product data only: no customer reviews, questions, reviewer profiles or seller contact details.
Pages are read as an anonymous visitor sees them. Without zipCode, prices and delivery are for Amazon's default location (for amazon.com, often outside the US). Treat each row as a snapshot at scrapedAt.
At most 5,000 products per run and 20 result pages per search. Split larger jobs.
amazon.fr is not supported. Outside amazon.com, logged-out pages rarely show Prime, so primeOnly can return nothing there.
Amazon blocks a share of automated traffic. The actor retries and never solves captchas; a search that stays blocked delivers nothing and costs nothing. For heavy volumes, expect to need a residential proxy.
Amazon can change its pages at any time, which can empty a field until the actor is updated. Report it on the Issues tab with the run URL.

FAQ

Do I need an Amazon account, cookies or an API key? No. The actor never logs in and you supply no cookies.

Why did I get fewer products than maxItems? The search had fewer results on the pages you asked for (raise maxPages), duplicates were removed, a search was blocked (see OUTPUT.warnings), or your maximum cost was reached.

Why are brand or seller empty? They come from the product page. Either details are off or that page could not be read; source is then search.

Can I get prices for a specific delivery area? Yes, set zipCode. locationText shows the location Amazon priced the row for. If Amazon refuses the code, the run continues at the default location and says so in the warnings.

What is monthlyPurchaseVolume? The lower bound Amazon shows in "bought in past month" text, as a number. It is Amazon's figure, not our estimate.

Does it collect reviews? No. It returns product data, the star breakdown and Amazon's AI review summary when shown, but no individual reviews or reviewer data.

Is it legal to scrape Amazon? The actor reads only public pages anyone can open without logging in, and collects no personal data. Amazon's Conditions of Use restrict automated access, so you are responsible for using the data within Amazon's terms and applicable law. If unsure, ask a lawyer.

This Actor vs junglee/Amazon-crawler: that one is the most-used and also returns reviews. Choose this one for one deduped row per product with best-seller rank and the bought-in-past-month figure, where duplicates and blocked pages are never charged.

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Changelog

2026-10-09: Initial release.
2026-10-25: Documentation updated: README refreshed.
2026-10-25: Pricing update announced, effective 2026-10-25: Price cut to stay the lowest on the Store.
2026-10-25: Listing refresh: new Store icon, README reorganised (overview, data fields, pricing, FAQ) and changelog tab added. No code change.

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