Retail store dataset
Enhance business performance by leveraging retail store datasets to uncover valuable insights into customer behavior, sales trends, inventory management, and more.
Tens of millions of records available
- Continuously verified, enriched, and refreshed
- 100% ethical and compliant data collection
- Filter the datasets based on your needs
- Starting from price $250/100K records
Trusted by 20,000+ customers worldwide
Available retail datasets
- Demo data in JSON/CSV
- Fresh records
- Customize, enrich, and format the data
Amazon products
Amazon Reviews
Shopee - products
Walmart - products
TikTok Shop
Shein- Products
Amazon sellers info
eBay
Google Shopping
Amazon products global dataset
Home Depot US
Etsy
Amazon best seller products
Amazon products search
Amazon Walmart
Target
Zara - Products
Best Buy products
Lowes.com
Lazada - Products
Ikea - Products
Walmart sellers info
Sephora products
Ozon.ru products
Wayfair products
Google Shopping products search US
Digikey - Products
Naver products
Google Play Store reviews
Myntra products
Mouser - Products
Webmotors Brasil - Cars Listings
H&M - Products
Apple App Store reviews
Tokopedia Products
Wildberries.ru products
mercadolivre.com.br products
Carsales Cars Listings search page information
Chileautos Chile - Cars Listings
Zalando products
Asos - Products
Hermes- Products
Costco products
Lazada - Reviews
Lego - Products
Home Depot CA
Kroger.com
Aliexpress products
Chanel Products
Lazada products search (GMV)
Alibaba
Dior - Products
Ashleyfurniture - Products
Fanatics.com - Products
Macys.com
Crateandbarrel - Products
AE.com - Complete Products
Mango Products
Westelm products
apple shop products
Mediamarkt.de products
Balenciaga.com - Products
Autozone - products
Sephora Products
Toysrus - Products
Rona.ca products
chewy products
Loewe.com - Products
Sally Beauty Products
Carters.com - Products
Zara Home Products
llbean.com - Products
Prada.com - Products
Hoka products
Fendi Products
adidas products
Dick’s Sporting Goods
Nike products
Micro Center Products
LLBean
Massimo Dutti - Products
Ysl.com - Products
Delvaux - Products
Bottegaveneta.com - Products
Harbor Freight Products
Barnes & Noble Products
Lululemon products
Nordstrom
Rei
Free people
Mattressfirm - Products
Mybobs.com - Products
Grainger
B&H Products
Samsung
Sleepnumber.com - Products
Dell Products
Advance Auto Parts
Instacart Products unified schema
OLD NAVY Products
Raymourflanigan.com - Products
Berluti.com - Products
Montblanc - Products
American Eagle
Quince Products
Ulta
Overstock Products unified schema
Celine.com - Products
Neiman Marcus
Flipkart Products unified schema
Coupang products
Williams sonoma products
La-z-boy.com - Products
hp products
Mercari Products
Bath & Body Works
OUAI Products
Moynat.com - Products
Bass Pro Shops
Garmin Products
Sweetwater
Samsclub products
Sears Products
ACE products
Kohl's Products unified schema
Tatcha Products
Rona.ca products unified schema
Poshmark Products unified schema
Anthropologie Products
Ferguson Home Products
Guitar Center Products
Vevor Products
Crateandbarrel - Products
iherb products
Victoria's Secret products
Saks Fifth Avenue products
Macys Products unified schema
Fragrance Net Products
GNC Products
Summit Racing Products
Lenovo Products
Dior Products Unified Schema
Staples
Newegg Products
ON Products
Parts Geek
Abercrombie & Fitch
Pottery barn products
H&M products
Bed Bath & Beyond
academy products
Zales
Underarmour Products
GameStop Products
Urban Outfitters
Newbalance products
Sony Electronics Products
vitamin shoppe products
J.Crew Products
Theordinary products
Paula's Choice Products
Walgreens
Athome products
Stradivarius Products
Editorialist products
Napa Online
Office Depot Products
thorne products
AT&T Products
Backcountry products
Markandgraham products
Bershka Products
Flooranddecor Products
Patagonia Products
Vitacost products
Cabelas products
Zara.com products
Zara Home products
Terrain Products
Oxo Products
tractor supply products
World Market products
Belk products
Hobbylobby
Pottery Barn Teen
Adorama
Bloomingdale's
Sharkninja
Massimodutti
Michaels Products
LA Roche Posay Products
Dollar General Products
Bjs Products
scheels products
Containerstore products
Greenrow
Lyst
Rocksbox
Peoples Jewellers products
Kiehl's Products
L'oreal Paris Products
Pull & Bear Products
Oysho
Pottery Barn Kids products
LG Products
Clinique Products
Nature Made Products
Blick Art Products
Asics Products
Dillard's
Nintendo products
WebstaurantStore
Converse Products
Famousfootwear Products
Naturium Products
Pet Smart Products
Rejuvenation
Ashley Furniture
Dermalogica Products
Adafruit Products
Sur La Table Products
The North Face Products
American Trucks Products
Banana Republic Products
Gap Products
CARiD Products
Canon USA products
Ecstuning Products
Journeys Products
Boot Barn Products
Crutchfield Products
Supply House Products
Evo Products
Sierra Products
Corsair Products
JEGS Products
Farm and Fleet Products
Abe Books Products
Columbia Products
Living Spaces Products
Farfetch Products
Coach Products
Kitchen Aid Products
Tire Rack Products
JCPenney Products
Zoro Products
Skechers Products
Camping World Products
Gap Factory Products
Filter the Retail Store dataset with a single prompt
Describe exactly what you need, and let AI apply the perfect filters in seconds.
- Describe data needs in plain English
- AI applies accurate filters automatically
- Narrow huge datasets to only what matters to you
- Cut costs by skipping irrelevant data
- Export filtered data in your preferred format
Maximize value with strategic cost savings
Smart Data Updates
Access only "New Records" or "Updated Records," ensuring you pay only for what you need"
Dataset Bundles
Gain greater value by purchasing two or more datasets together, with exclusive discounts.
Volume Discounts
Get more for less with significant savings when purchasing large datasets or updates subscriptions
Enriched Datasets
Save time and resources with pre-built datasets that combine multiple sources into one clean dataset
Datasets Pricing
- Clean and validated
- Refreshed monthly
- JSON/CSV/Parquet
Power AI Agents Instantly
Our Retail Store datasets are AI/LLM-optimized: clearly structured, well-documented, with code and recipes for easy LLM/chatbot integration.
Structured & Clean
Pre-processed data with consistent schemas, perfect for AI model training and inference.
Code Examples
Ready-to-use Python, Node.js, cURL, PHP, Go, Java, and Ruby snippets for easy integration with AI workflows.
Documentation
curl --request GET
--url https://api.brightdata.com/datasets/snapshots/{id}/download
--header 'Authorization: Bearer '
import requests
url = "https://api.brightdata.com/datasets/snapshots/{id}/download"
headers = {"Authorization": "Bearer "}
response = requests.get(url, headers=headers)
print(response.json())
const url = 'https://api.brightdata.com/datasets/snapshots/{id}/download';
const options = {method: 'GET', headers: {Authorization: 'Bearer '}, body: undefined};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
HttpResponse response = Unirest.get("https://api.brightdata.com/datasets/snapshots/{id}/download")
.header("Authorization", "Bearer ")
.asString();
require 'uri'
require 'net/http'
url = URI("https://api.brightdata.com/datasets/snapshots/{id}/download")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer '
response = http.request(request)
puts response.read_body
Retail store datasets tailored to your needs
Data subscription
Subscribe to access datasets at a significantly reduced cost.
File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
Scalable data
Scale without worrying about infra, proxy servers, or blocks.
Cost savings
Customize any dataset using filters and formatting options.
Code maintenance
Datasets are maintained based on website structure changes.
Simplified integrations
Benefit from integrations with Snowflake and AWS.
24/7 support
A dedicated team of data professionals is here to help.
Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
Get structured and reliable retail store data
We’ll provide the data while you focus on the rest

High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.

Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.

Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
How companies use retail store datasets
Product offerings
Purchase history
Identify best sellers
Retail store dataset FAQs
What data is included in the retail store dataset?
Data points include product name, price, category name, materials, matched, similar products, low on stock, image, and more. Purchase a full coverage dataset or a subset.
Can I get updates for my purchased retail store dataset?
Yes, you can get updates to your retail store dataset on a daily, weekly, monthly, or custom basis.
Can I purchase a subset of the retail store dataset?
Yes, you can purchase a retail store subset that will include only the data points you need. By purchasing a subset, cost is reduced substantially.
In what format will I receive the retail store dataset?
Dataset formats are JSON, NDJSON, JSON Lines, CSV, or Parquet. Optionally, files can be compressed to .gz.
Can I scrape retail public data by myself?
If you don’t want to purchase a dataset, you can start scraping retail data using our eCommerce Scraper API.
Can I get a data sample?
Yes, you can request sample data to evaluate the quality and relevance of the information provided. This is a great way to ensure it meets your needs before committing to a full dataset.
Can I request specific data points from the retail store dataset?
Yes, you can request specific data points from the retail store dataset tailored to your unique needs, ensuring you receive precisely the information you require for your projects.
Is it possible to integrate the retail store dataset directly into my existing systems?
Absolutely, the retail store dataset offers seamless API integration, allowing you to effortlessly integrate the data into your CRM, analytics tools, or any other systems you use, streamlining your operations.