Best Buy Price Drop & Stock Tracker

Watch Best Buy prices and availability without opening a browser tab for every product. Give this actor a few keywords, a category link, product links or SKU numbers, and it returns one structured row per product: what the item is, what it costs now, what it used to cost, whether it is in stock, how shoppers rated it, and where it sits in the result grid.

The actor runs without a Best Buy account, API key, cookie or proxy setup. It reads the public Best Buy storefront and its public price endpoint, then writes clean product records to the Apify dataset.

Four ways to build a product list

Mode	Field	Best for
Keyword search	searchQueries	Exploring a category, brand or product idea
Category or search URL	categoryUrls	Reusing a Best Buy browse/search link you already trust
Product URL	productUrls	Watching exact items you found on the site
SKU	skuIds	Feeding a restock or price watchlist from another system

All four modes can be combined in a single run. Results are de-duplicated by SKU, filtered, sorted and capped by maxResults.

What you can do with it

• Price-drop watchlist — run the same skuIds or productUrls on a schedule and compare currentPrice between datasets. A lower value is a drop; regularPrice tells you the reference price.
• Restock monitor — keep inStockOnly off and watch availability flip from OutOfStock to InStock.
• Category deal scan — pass a category URL with sortBy: "Best-Discount" or condition: "open-box" to surface markdowns and open-box units.
• Competitive snapshot — collect brand, model, rating and review count for every product in a search grid.
• Rank tracking — position, searchPage and isSponsored preserve the grid order Best Buy returned, so you can compare placement across runs.

Input

Field	Type	Default	What it does
searchQueries	array	–	One or more keyword searches (the input form prefills ["sony headphones"]). Each is paginated until the global result cap is reached.
categoryUrls	array	[]	Best Buy category, browse or search-result links. cp pagination, sort and condition filters are added automatically.
productUrls	array	[]	Exact product links in new /product/.../sku/... or legacy /site/.../<sku>.p?skuId=... form.
skuIds	array	[]	Best Buy SKUs (6–9 digits). Product links are accepted here too.
maxResults	integer	24	Total records across all modes, 1–1000.
maxPages	integer	50	Page guard per keyword or category link, 1–100.
sortBy	select	Best-Match	One of Best-Match, Best-Selling, Best-Discount, Price-Low-To-High, Price-High-To-Low, Customer-Rating, New-Arrivals.
condition	select	all	all, new, open-box or refurbished.
minPrice	integer	0	Minimum current price in dollars; 0 disables the bound.
maxPrice	integer	0	Maximum current price in dollars; 0 disables the bound.
inStockOnly	boolean	false	Drop products Best Buy marks sold out, out of stock or unavailable.
includeDetails	boolean	false	Open each product page to add description, model, GTIN/UPC and seller where Best Buy publishes them. Slower.

Every field in the input form is used by the actor. Older saved tasks that still send keyword, searchQuery, categoryUrl, skus, maxItems, sort, skipOutOfStock or openBoxOnly keep working: those legacy keys are mapped onto the current fields in code.

Example: exact-product watchlist

{
  "skuIds": ["6505727", "6620467", "6689192"],
  "inStockOnly": false,
  "maxResults": 10
}

Example: open-box deals in a category

{
  "categoryUrls": [
    "https://www.bestbuy.com/site/headphones/wireless-headphones/pcmcat331200050015.c?id=pcmcat331200050015"
  ],
  "condition": "open-box",
  "sortBy": "Price-Low-To-High",
  "maxResults": 60
}

Example: keyword search with a price window

{
  "searchQueries": ["sony headphones", "noise cancelling earbuds"],
  "minPrice": 100,
  "maxPrice": 400,
  "inStockOnly": true,
  "sortBy": "Customer-Rating",
  "maxResults": 50
}

Example: one exact link

{
  "productUrls": [
    "https://www.bestbuy.com/product/sony-wh1000xm5-wireless-noise-canceling-over-the-ear-headphones-black/J7XSRH5CXG/sku/6505727"
  ],
  "includeDetails": true
}

Output fields

Field	Type	Meaning
sku	string	Best Buy SKU.
url	string	Canonical product page URL.
bsin	string	Best Buy canonical product-family identifier, when the URL exposes it.
name	string	Product title.
description	string	Product description, from the optional detail pass.
brand	string	Manufacturer brand.
model	string	Model number or MPN, from the optional detail pass.
gtin13	string	GTIN/UPC, from the optional detail pass.
image, imageUrl	string	Primary product image (same value under both keys).
currentPrice	number	Price shown to a shopper now.
regularPrice	number	Non-sale reference price.
salePrice	number	Current price when it is below the regular price.
savings	number	Regular price minus current price.
savingsPercent	number	Savings as a percentage of the regular price.
onSale	boolean	True when the current price is below the regular price.
currency, currencySymbol	string	ISO currency code and display symbol.
availability	string	Normalized stock state, e.g. InStock, OutOfStock, PreOrder, BackOrder, LimitedAvailability.
availabilityText	string	Best Buy's own button text, e.g. Add to Cart or Sold Out.
buttonState	string	Raw Best Buy button state.
priceType	string	Best Buy price event type, e.g. onSale or clearance.
condition	string	new, open-box or refurbished when known.
productType	string	Best Buy product type, e.g. hardgood.
department, productClass, subclass	string	Best Buy taxonomy labels.
categoryPath	array	Department → class → subclass path.
rating	number	Average customer rating.
reviewCount	integer	Number of customer reviews.
seller	string	Seller name, from the optional detail pass.
isSponsored	boolean	True when the result card is labelled Sponsored.
dealBadge	string	Best Buy promotional badge, e.g. Trending Deal or Holiday Deal.
position	integer	1-based position in this run's output after sorting.
searchPage	integer	Result page where a search/category product was found.
searchTotalResults	integer	Best Buy's reported result count for that query or category.
searchQuery	string	Keyword or category URL that produced the record.
source	string	search, category, productUrl or sku.
scrapedAt	string	ISO-8601 UTC collection timestamp.

Fields Best Buy does not publish for a product are omitted rather than sent as null or an empty string. Missing price, rating or detail fields therefore mean “not available on this page”, not zero.

How it works

1. Keyword and category modes load Best Buy's result grid in a real headless browser, scroll it to hydrate lazy cards, and read the rendered product cards. A direct-HTML fallback reads the server-rendered product data if the browser grid is empty.
2. Product URL and SKU modes skip search and go straight to Best Buy's public price endpoint, batching up to 20 SKUs per request.
3. Every mode merges the card data with the price/stock response, so price, savings and availability come from Best Buy's current price source rather than a cached grid tile. If that endpoint omits a SKU, the price shown on the hydrated result card fills the row.
4. Optional detail enrichment opens each product page and reads its structured product data for description, model, GTIN and seller.
5. Filters and sorting are applied once the merged records exist; duplicates are removed by SKU.

The actor adds intl=nosplash to every request. That tells Best Buy to serve the US storefront instead of its international country selector.

Limitations and honest notes

• Online availability only. Best Buy's per-store, per-ZIP inventory needs a location-bound fulfillment session. This actor reports the national online stock state and does not claim store-level counts.
• No stored price history. The actor is stateless. Schedule it and keep each dataset, or write the rows to a spreadsheet, to build a price timeline.
• Detail fields are best-effort and often unavailable. Best Buy resets product-page requests from many datacenter IPs. In cloud runs description, model, gtin13 and seller are therefore usually omitted; the price and stock row still ships, and includeDetails never blocks it.
• SKUs with no usable data are skipped. If Best Buy returns neither a name nor a price for a product (retired, region-locked, or a price-endpoint miss), that row is not emitted. maxResults is a cap, not a guarantee, so a run can return fewer rows. A run that finds no product at all returns one bestbuy_error row with reason: "no_results".
• Full specification sheets are not included. The detail pass reads structured product data, not the interactive spec table.
• Individual reviews are not included. Use rating and reviewCount for reception; review text belongs to a dedicated reviews actor.
• Marketplace offers are summarized, not enumerated. The record follows the primary offer Best Buy displays.

FAQ

Do I need a Best Buy API key? No. The actor reads public storefront and price data. It does not use the gated developer API.

Do I need a proxy? No. There is no proxy field and no proxy setup step. The actor uses a normal browser session and the public price endpoint.

Why does a SKU sometimes have no rating or image? Those values come from the search card. Direct SKU and product-URL lookups skip the grid, so the actor can fill price, stock, name, brand and taxonomy but may not see the card-only fields. Add a keyword search for the richest row.

Why is availability different from what I see in a store? The field tracks Best Buy's online button state. Store pickup and nearby inventory depend on a ZIP code and a different fulfillment call, which this actor does not make.

Can I get more than 24 results? Yes. Raise maxResults and, if needed, maxPages. Best Buy caps a search at roughly 200 results for many queries; category pages can expose more.

What happens when a keyword finds nothing? The dataset receives a single bestbuy_error row with reason: "no_results" and the inputs that produced it, so a failed run is visible instead of silently empty.

How do I track a price drop? Run the same skuIds or productUrls daily, keep the datasets, and compare currentPrice or savingsPercent between consecutive runs.

Is this affiliated with Best Buy? No. It reads publicly visible product information and is not endorsed by Best Buy.