Best Retail Market Datasets, Databases & APIs

What is Retail Market Data?

Retail market data is information related to the details and performances of the retail market and its businesses. It is primarily used by market investors in recognizing market trends and optimizing layouts. Datarade helps you find the best data providers and datasets.Learn more

Recommended Retail Market Data Products

22 Results
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Bright Data | eCommerce Data - Global Coverage - Pricing Data, Seller Ratings Data, Customer Reviews Data

Bright Data’s retail data collector is enabling you to collect crucial data points for your business ... Bright Data’s retail data collector is uniquely crafted to enable your digital commerce business gain
Available for 245 countries
97% Success rate in real-time
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview
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Retail Data | US Cross Shopping Transactions

SafeGraph’s Spend contains anonymized debit and credit card transaction data aggregated to individual ... Our Places Summary Statistics(3) is updated with every monthly release to reflect data coverage.
Available for 1 countries
Pricing available upon request

Consumer Demographic Data for 232 Million US Contacts

The Data can be linked to add email, cell phone, veterans, voters and more. ... This is a national Consumer Demographic Data file with over 400 fields of information.
Available for 1 countries
232 Million
1 years of historical data
95% Match Confidence
Available Pricing:
One-off purchase
Monthly License
Yearly License
Free sample preview
10% Datarade discount
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Scraping Grocery Delivery Data

We extract data from top grocery delivery apps, including: Walmart.com, Wholefoodsmarket.com, Albertsons.com ... DataAISolutions keep track on the prices of your competitors from e-commerce and retail websites like
Available for 247 countries
7 days of historical data
Starts at
$5$4 / per request
Free sample preview
20% Datarade discount

SnapBizz Catalogue Database of FMCG Products - Product & Retail Data for India

This can be used along with our Transaction data to generate Basket Level Insights and to analyze consumer
Available for 1 countries
130K records
3 years of historical data
100% Grocery Products
Starts at
$10,000 / purchase
Free sample preview
Free sample available

Cybba Behavioral Audience PMP (Full Taxonomy)

Data Stats: –> 100,000,000+ Unique Users Tied to Deterministic Identifiers –> 225,000,000,000+ Matched
Available for 1 countries
250B Available Impressions per Month
Starts at
$500 / purchase
Free sample preview
Free sample available
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Yelp Customer Reviews & Ratings Data

Filter results by number of reviews, date or language Review data includes meta data about customers ... Get page meta data like product price information, rating distribution, etc.
Available for 3 countries
5K reviews per request
16 years of historical data
99% accuracy
Starts at
$99 / 100,000 cred...

90 West Data - US Consumer Credit Card / Debit Card / Transaction Data - Retail Panel

We provide detailed insights into consumer spending at retail establishments across the US. ... We provide detailed insights into consumer spending at retail establishments across the US.
Available for 1 countries
1.25M panel size
3 years of historical data
95% Match Rate
Pricing available upon request
Free sample available
revenue share

Scrape Grocery Delivery and Ordering App Data | Grocery App Listing Data Scraping Services | Actowiz Solutions

Grocery app scraping helps retail industries in getting business growth within the retail space. ... At Actowiz Solutions, we offer grocery data scraping services to scrape different data fields like Product
Available for 249 countries
Pricing available upon request
Free sample available

Brandbook Consumer Panel - South African Market (inc. Retail, CPG, Restaurant, Pharma Data)

Our consumer panel is omnichannel meaning we deliver the largest retail channel coverage in the market ... /channel and product data points Multi-industry coverage (Clothing, Electronics, Pharma, CPG retail
Available for 1 countries
40K products per months
4 months of historical data
99% consistency
Pricing available upon request

More Retail Market Data Products

Discover related retail market data products.
232 Million
95% Match Confidence
USA covered
This is a national Consumer Demographic Data file with over 400 fields of information. The file is updated monthly with NCOA/CASS processing. New entries a...
97K records
100% Apparel SKUs
India covered
This Database contains close to 100,000 records with every detail of Apparel products like clothing and clothing accessories
97% Success rate in real-time
245 countries covered
Bright Data’s retail data collector is enabling you to collect crucial data points for your business plan and strategy. These data sets include pricing, prod...
250B Available Impressions per Month
USA covered
We use observed behavioral and intent-based signals to create audience-based private marketplaces on Xandr's Monetize SSP. This listing gives you access to a...
130K records
100% Grocery Products
India covered
This Database contains more than 100000 records with every detail of FMCG products along with 16 columns
247 countries covered
7 days of historical data
We extract data from top grocery delivery apps, including: Walmart.com, Wholefoodsmarket.com, Albertsons.com, Giantfood.com, Kroger.com, Wholefoodsmarket....
97K records
100% Apparel SKUs
India covered
This Database contains close to 100,000 records with every detail of Apparel products like clothing and clothing accessories
40K products per months
99% consistency
South Africa covered
- Omnichannel panel of 2500 panelist (min.) across all geographic regions in South Africa - 19 standard attributes ranging from consumer, market/channel and...
USA covered
Gain insights on how spend behavior is changing over time at specific points of interest (POI), including the average transaction size, spend in-person vs. o...
100% Success rate
249 countries covered
With Oxylabs Real-Time Crawler, you can get structured results in JSON or in HTML from real estate's leading companies.
250B Available Impressions per Month
USA covered
We use observed behavioral and intent-based signals to create audience-based private marketplaces on Xandr's Monetize SSP. This listing gives you access to a...
42 european countries available
51 countries covered
10 years of historical data
Consumer Spending by Product Groups quantifies the expenditures of consumers on certain groups of goods or services.
8M records
100% match rate
Netherlands covered
The Whize Shopping Segments are specially developed for the (non-food) retail market. This segmentation classifies every household in the Netherlands in term...
249 countries covered
Actowiz helps you to scrape grocery app listing data. We scrape data from grocery delivery & ordering apps like Walmart Grocery, Instacart, Shipt, Google Sho...
247 countries covered
7 days of historical data
We extract data from top grocery delivery apps, including: Walmart.com, Wholefoodsmarket.com, Albertsons.com, Giantfood.com, Kroger.com, Wholefoodsmarket....
250B Available Impressions per Month
USA covered
We use observed behavioral and intent-based signals to create audience-based private marketplaces on Xandr's Monetize SSP. This listing gives you access to a...
232 Million
95% Match Confidence
USA covered
This is a national Consumer Demographic Data file with over 400 fields of information. The file is updated monthly with NCOA/CASS processing. New entries a...
97K records
100% Apparel SKUs
India covered
This Database contains close to 100,000 records with every detail of Apparel products like clothing and clothing accessories
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Bright Data
Based in USA
Bright Data
Bright Data is a leading data collection platform, which enables our customers to collect data sets from millions of websites through our proprietary technol...
+72M IPs
Around the world
99.99%
Network uptime
Fastest
Response time
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SafeGraph
Based in USA
SafeGraph
SafeGraph is a data company that builds datasets on the physical world for teams at ESRI, Microsoft, Sysco, and Goldman Sachs. Our high-precision Places data...
7.1M
POI in US and CAN
5,500+
Brands in US and CAN
>90%
Fill Rates
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Actowiz Appliance of Data & Insights
Based in USA
Actowiz Appliance of Data & Insights
Actowiz is ISO certified Enterprise Crawling service providing company accredited with international quality certifications like ISO 9001:2015 and ISO/IEC 27...
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Data AI Solutions
Based in India
Data AI Solutions
1. Food & Restaurant Data Extraction 2. eCommerce Product & Pricing Data Extraction 3. LinkedIn Data Extraction 4. Real Estate Wesbite Data Scraping 5. G...
CCPA
Compliant
100%
Quality Data
12M Pages
Daily Data Scraping
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Unwrangle
Based in India
Unwrangle
Scrape online reviews without worrying about crawlers, headless browsers, proxies or CAPTCHAS. Focus on your main business and use our REST api.
5000+
Records per request
99%
Accuracy
Consistent
Schema
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AGR Marketing
Based in USA
AGR Marketing
AGR has delivered “On-Target” consumer profiles by blending our wide data network with our innovative technologies. We provide consultative analytics & custo...
7 MM
New Movers Monthly
5 MM
Monthly Refinances
196 MM
Cell phones

The Ultimate Guide to Retail Market Data 2023

Learn about retail market data analytics, sources, and collection.

What is Retail Market Data?

Retail market data is a sub-category of commerce data. It refers to retail data that tracks consumer demand for goods. It does this by measuring perishable and non-perishable goods purchase rates over a specific period of time. The most important thing about retail market data is how it can be used for projections and to drive more sales. Retail market data helps businesses and investors make more informed decisions, and it also helps in the retention and acquisition of customers.

How is Retail Market Data collected?

Retail market data is usually collected through three main methods. First, data can be collected using direct requests through online or offline surveys and direct feedback forms. It can also be attained through indirect means using consumer tracking methods, as well as combining external data on consumers with pre-existent data. Most of this data is abundant on social media and websites that contain consumer activity. Location-based advertising utilizes technology-based tracking such as IP addresses, web analysis, POS data collection. Other sources of retail makret data include uch as customer counts, margins for profit, sales trends, and customer service records.

What are the typical attributes of Retail Market Data?

Retail market data is made up of a number of attributes, the majority of which are consumer-centric. Such attributes include:
• Customer-related data - personal information that can be used to form market segments and document demographics
• Store space data - which includes all relevant information about a retailer such as turnover, products and products niche
• Point of Sale (POS) data - information which documents transactions facilitated through card payments and cash transfers. Data such as profit margins, customer counts etc. is also collected
• Foot traffic - data involving number of visitors and visit duration times.

What is Retail Market Data used for?

Retail market data has many applications in business. It provides information used to formulate innovative market strategies, keeping its users at the forefront of the market. Retail data helps users better comprehend their consumers and what makes them tick (wants, needs, tastes and capabilities). It also helps in improving the general retail experience for consumers, as well as helping to set market trends.
Timeliness is key in marketing, and retail data helps to determine the right campaigns for the right time frames. Additionally, retail data helps to plan ahead and prepare for any impending fluctuations in the market.

How can a user assess the quality of Retail Market Data?

Low quality retail market data has a negative implication on any business that utilizes it in strategy, largely because of its incorrectness and inaccuracy.
To assess the quality of retail market data, frequent reviews need to be conducted to ensure accuracy and eliminate errors. It is important that retail data is up to date, as data like this is time specific. Outdated data can cause setbacks for businesses that use it.
A regular check on retail data quality is necessary, as well as a sample set for data testing in real world applications.

Where can I buy Retail Market Data?

Data providers and vendors listed on Datarade sell Retail Market Data products and samples. Popular Retail Market Data products and datasets available on our platform are Bright Data | eCommerce Data - Global Coverage - Pricing Data, Seller Ratings Data, Customer Reviews Data by Bright Data, Retail Data | US Cross Shopping Transactions by SafeGraph, and Consumer Demographic Data for 232 Million US Contacts by AGR Marketing.

How can I get Retail Market Data?

You can get Retail Market Data via a range of delivery methods - the right one for you depends on your use case. For example, historical Retail Market Data is usually available to download in bulk and delivered using an S3 bucket. On the other hand, if your use case is time-critical, you can buy real-time Retail Market Data APIs, feeds and streams to download the most up-to-date intelligence.

What are similar data types to Retail Market Data?

Retail Market Data is similar to Retail Location Data, Retail Store Data, Retail Sales Data, and Kirana Data. These data categories are commonly used for Retail Intelligence and Competitor Analytics.

What are the most common use cases for Retail Market Data?

The top use cases for Retail Market Data are Retail Intelligence, Competitor Analytics, and Retail POS Data Analysis.