Target Product Scraper - Prices, UPCs & Inventory

Scrape Target.com product search results, prices, sale prices, UPC barcodes, ratings, reviews, images, descriptions, category data, and optional store-level availability from Target's RedSky API.

This Actor is built for price monitoring, retail analytics, UPC enrichment, MAP compliance, affiliate catalogs, deal discovery, and SKU-level competitor research. It uses raw HTTPS requests to Target's RedSky API through Apify Residential Proxy, so it is much faster and cheaper than browser-driven Target scrapers.

What this Target scraper does

• Searches Target.com by keyword
• Enriches exact Target product URLs or TCINs
• Pulls current price, regular price, sale price, and discount percentage
• Extracts product title, TCIN, DPCI, brand, image URLs, bullets, and descriptions
• Fetches UPC barcodes and fuller PDP metadata when product detail enrichment is enabled
• Optionally fetches local shipping and pickup availability for a store, ZIP, and state
• Deduplicates TCINs across multiple keywords and records all matching keywords
• Uses Target RedSky endpoints directly, with no browser rendering
• Uses Apify Residential Proxy automatically
• Retries Target 429s, 5xxs, proxy failures, and RedSky captcha-block responses

Why use RedSky instead of a browser?

Target's website is a React storefront backed by RedSky JSON endpoints. The browser page is just the expensive way to get to the same product data. This Actor calls the same backend data surface directly, which means:

• Faster runs: one search request returns up to 24 products
• Lower memory: no Chromium instance
• Cleaner data: structured product JSON instead of fragile DOM selectors
• Better coverage: prices, reviews, UPCs, images, categories, and availability signals are exposed as fields

Input examples

Basic keyword search

{
  "searchQueries": ["wireless headphones", "coffee maker"],
  "maxProductsPerQuery": 50
}

Pull UPCs, descriptions, and category data

{
  "searchQueries": ["running shoes"],
  "maxProductsPerQuery": 25,
  "includeProductDetails": true
}

Check local availability

{
  "searchQueries": ["lego"],
  "maxProductsPerQuery": 100,
  "storeId": "3991",
  "zip": "10001",
  "state": "NY",
  "includeProductDetails": true,
  "includeFulfillment": true
}

Enrich specific Target products

{
  "productUrls": [
    "https://www.target.com/p/-/A-86696921"
  ],
  "tcins": ["54191097"],
  "includeProductDetails": true,
  "includeFulfillment": true
}

Input fields

Field	Type	Default	Description
searchQueries	string[]	["wireless headphones"]	Target.com search keywords to scrape.
queries	string[]	none	Alias for searchQueries.
productUrls	string[]	none	Target product URLs. The Actor extracts TCINs automatically.
tcins	string[]	none	Target Content Item Numbers to enrich directly.
maxProductsPerQuery	integer	100	Maximum search products per keyword. Target returns 24 products per page.
maxProducts	integer	none	Alias for maxProductsPerQuery, supported for compatibility with other Target scraper inputs.
storeId	string	"3991"	Target store ID used for local pricing and fulfillment context.
zip	string	"10001"	ZIP code for optional fulfillment checks.
state	string	"NY"	Two-letter state code for optional fulfillment checks.
includeProductDetails	boolean	true	Fetch PDP RedSky data for UPC, descriptions, bullets, and richer metadata.
fetchProductDetails	boolean	none	Alias for includeProductDetails, supported for compatibility with other Target scraper inputs.
includeFulfillment	boolean	false	Fetch store-level shipping and pickup availability per product.
includeRawData	boolean	false	Attach raw RedSky fragments for debugging or custom parsing.
dedupeProducts	boolean	true	Save one row per TCIN across all sources and collect all matched keywords.
maxConcurrency	integer	8	Concurrent product detail and fulfillment requests.
requestDelayMs	integer	500	Base retry delay in milliseconds.
maxRetries	integer	4	Retries for transient failures and RedSky blocks.
redskyApiKey	string	blank	Optional override. Leave blank for automatic key scrape plus fallback.

Output fields

Product identity

Field	Description
title	Product title from Target.
tcin	Target Content Item Number.
dpci	Target DPCI when available.
upc	UPC barcode from PDP enrichment when available.
brand	Product brand.
url	Target product URL.
sourceType	search, tcin, or productUrl.
sourceValue	Keyword, TCIN, or URL that produced the row.
searchKeyword	First search keyword that discovered the product.
searchKeywords	All matching keywords when dedupe is enabled.
searchRank	Rank within the search result page sequence.
searchPage	Search page number.

Pricing

Field	Description
price	Current retail price.
regularPrice	Regular non-sale price when Target exposes it.
salePrice	Sale price when discounted.
saveAmount	Dollar discount.
savePercent	Percentage discount.
formattedPrice	Display price string.
formattedRegularPrice	Display regular price string.
formattedSalePrice	Display sale price string.

Ratings and media

Field	Description
rating	Average star rating.
reviewCount	Number of reviews.
imageUrl	Primary Target image URL.
alternateImages	Additional Target image URLs.

PDP enrichment

Field	Description
description	Short cleaned product description.
bulletDescriptions	Product bullet/spec list.
fullDescription	Fuller cleaned PDP description when exposed.
category	Category label.
categoryId	Category identifier.
categoryBreadcrumbs	Breadcrumb path when exposed.
isMarketplace	Whether the product appears to be marketplace sold.
sellerName	Seller name when exposed.

Availability enrichment

Field	Description
availabilityStatus	Shipping or pickup status from fulfillment data.
inStock	Whether shipping or pickup appears in stock.
shippingAvailable	Whether shipping is in stock.
pickupAvailable	Whether pickup is in stock.
shippingQuantity	Available-to-promise quantity when exposed.
storeId	Store ID used for the run.
zip	ZIP used for fulfillment checks.
state	State used for fulfillment checks.

Output example

{
  "title": "Sony WH-1000XM5 Wireless Noise Canceling Headphones",
  "tcin": "86696921",
  "dpci": "008-07-1234",
  "upc": "027242923782",
  "brand": "Sony",
  "url": "https://www.target.com/p/-/A-86696921",
  "searchKeyword": "wireless headphones",
  "searchKeywords": ["wireless headphones", "noise cancelling headphones"],
  "searchRank": 1,
  "searchPage": 1,
  "sourceType": "search",
  "sourceValue": "wireless headphones",
  "price": 269.99,
  "regularPrice": 399.99,
  "salePrice": 269.99,
  "saveAmount": 130,
  "savePercent": 32.5,
  "formattedPrice": "$269.99",
  "rating": 4.7,
  "reviewCount": 1842,
  "imageUrl": "https://target.scene7.com/is/image/Target/GUEST_abc123",
  "alternateImages": [
    "https://target.scene7.com/is/image/Target/GUEST_def456"
  ],
  "description": "Industry-leading noise cancellation | 30-hour battery life",
  "bulletDescriptions": [
    "Industry-leading noise cancellation with Auto NC Optimizer",
    "30-hour battery life with quick charging"
  ],
  "category": "Headphones",
  "categoryBreadcrumbs": "Electronics > Headphones > Wireless Headphones",
  "availabilityStatus": "IN_STOCK",
  "inStock": true,
  "shippingAvailable": true,
  "pickupAvailable": false,
  "shippingQuantity": 4,
  "storeId": "3991",
  "zip": "10001",
  "state": "NY",
  "scrapedAt": "2026-05-31T22:00:00.000Z"
}

Performance notes

• Search runs use plp_search_v2, 24 products per request.
• PDP enrichment uses pdp_client_v1, one extra request per product.
• Fulfillment enrichment uses product_fulfillment_and_variation_hierarchy_v1, one extra request per product.
• Keep includeFulfillment off for broad catalog runs where inventory is not needed.
• Keep dedupeProducts on for multi-keyword monitoring to avoid paying twice for the same TCIN.

Comparison

Feature	This Actor	Basic RedSky Target scrapers	Browser-based Target scrapers	Generic retail scrapers
Search by keyword	Yes	Yes	Usually	Usually
Product URL and TCIN enrichment	Yes	Usually no	Usually	Sometimes
RedSky API engine	Yes	Yes	No	Mixed
No browser required	Yes	Yes	No	Mixed
UPC support	Yes, via PDP enrichment	Sometimes	Rare	Rare
Regular vs sale price split	Yes	Yes	Partial	Partial
Ratings and review counts	Yes	Yes	Usually	Sometimes
Category breadcrumbs	Yes, when exposed by PDP	Yes	Rare	Rare
Store-level price context	Yes	Yes	Sometimes	Sometimes
Store-level fulfillment checks	Yes, optional per TCIN	Usually no	Sometimes, slow	Usually no
Multi-keyword dedupe	Yes	Usually no	Usually no	Usually no
Raw response debugging	Optional	Usually no	No	No
RedSky key override	Yes	Usually no	Not applicable	Usually no

The main difference is that this Actor is built as a production catalog tool, not only a keyword scraper. It supports the competitor-style keyword workflow, but also accepts exact product URLs and TCINs, can check fulfillment, dedupes repeated TCINs across keywords, and exposes compatibility aliases for maxProducts and fetchProductDetails.

Pricing

This Actor is designed for pay-per-result pricing. One saved Target product row counts as one result. Failed requests, skipped duplicate TCINs, and enrichment failures that do not produce a dataset row should not count as saved results.

For broad monitoring runs, disable includeFulfillment unless you need inventory. PDP enrichment is the right default for catalog-quality output because it unlocks UPCs, fuller descriptions, and category data.

Code examples

From the Apify API

curl -X POST "https://api.apify.com/v2/acts/YOUR_USERNAME~target-products-prices-inventory-scraper/run-sync-get-dataset-items?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchQueries": ["wireless headphones"],
    "maxProducts": 25,
    "storeId": "3991",
    "fetchProductDetails": true
  }'

From Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("YOUR_USERNAME/target-products-prices-inventory-scraper").call(run_input={
    "searchQueries": ["coffee maker", "espresso machine"],
    "maxProductsPerQuery": 50,
    "includeProductDetails": True,
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], item.get("price"), item.get("upc"))

From Node.js

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('YOUR_USERNAME/target-products-prices-inventory-scraper').call({
  searchQueries: ['gaming monitor'],
  maxProducts: 40,
  storeId: '3991',
  fetchProductDetails: true,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.table(items.map((item) => ({
  title: item.title,
  price: item.price,
  upc: item.upc,
  rating: item.rating,
})));

Reliability notes

Target can captcha-block direct datacenter and home IP requests to RedSky. This Actor forces Apify Residential Proxy and classifies RedSky captcha JSON as retryable. If Target rotates its RedSky API key, the Actor first tries to scrape a fresh key from public Target pages. You can also pass redskyApiKey explicitly if you have a known-good key from browser recon.

If a product detail or fulfillment call fails, the Actor keeps the search result row and logs the enrichment failure instead of discarding the product. Failed search pages stop that keyword only; other keywords and TCINs continue.

FAQ

Do I need a Target account?

No. The Actor reads public Target product/search data exposed to guest shoppers through RedSky. RedCard member pricing and authenticated account-only data are not supported.

How do I find my Target store ID?

Open Target.com, choose a store, then inspect the URL or Network tab for store_id. Common examples include 3991, 1375, 2775, and 1462.

Does this scrape individual reviews?

No. It returns aggregate rating and review count. Individual review extraction would need a separate reviews endpoint workflow.

Does this support category URLs?

Not directly. Use a category-specific keyword such as women's running shoes, or pass exact product URLs/TCINs when you already know the catalog items.

Is this legal?

This Actor is intended for public product, price, and availability information visible to ordinary Target shoppers. Review Target's terms and get legal advice for your specific use case.

Use cases

• Price monitoring for Target SKUs
• UPC enrichment for catalog matching
• MAP compliance checks
• Sale and markdown tracking
• Affiliate product feeds
• Retail competitor intelligence
• Local inventory checks by store
• Building historical Target pricing datasets

Migration from other Target scrapers

The common competitor input below works here too:

curl -X POST "https://api.apify.com/v2/acts/YOUR_USERNAME~target-products-prices-inventory-scraper/run-sync-get-dataset-items?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchQueries": ["lego"],
    "maxProducts": 50,
    "storeId": "3991",
    "fetchProductDetails": true
  }'

You can then add this Actor's extra options, such as includeFulfillment, productUrls, tcins, dedupeProducts, and includeRawData, when you need a richer workflow.

Changelog

• v1.0.0 - Initial RedSky-based Target scraper with keyword search, TCIN/product URL enrichment, PDP details, UPCs, ratings, pricing, images, category data, optional fulfillment, Apify schemas, and compatibility aliases.