Best In-store Datasets, Databases & APIs

What is In-store Data?

In-store data is information about everything that happens in-store, from customer foot traffic to inventory numbers. Businesses and retailers use these details to maximize on their company's profit margins. Datarade helps you find the best in-store data for your business needs.Learn more

Recommended In-store Data Products

43 Results
Start icon5.0(2)

Global Point-of-Interest Data | POI, Geospatial, Sentiment (Reviews), Footfall, Business Listings & Store Location | 200 Million+ POIs Mapped

Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs ... We provide the most accurate, comprehensive and up-to-date POI/Location data, enriched with business
Available for 249 countries
320 Billion Pieces of Online Content Analyzed Each Day
5 years of historical data
Starts at
$49 / purchase
Free sample preview
Free sample available
Start icon5.0(2)

Online Retail Database | eCommerce Stores List 2022 | 5 Million eCommerce Stores Worldwide | 15+ eCommerce Platforms | Real-Time Verified Data

We provide current and accurate information that will assist you in achieving your goals. ... eCommerce Store List 2022. 5 Million Online Retail Business Worldwide. 15+ eCommerce Platforms • 5M eCommerce
Available for 240 countries
5M Records
10 years of historical data
95% Accuracy Guaranteed
Starts at
$100 / purchase
Free sample preview
Free sample available

SnapBizz Database of FMCG/kirana Stores

store etc,. ... Detailed database of the store comprising of various columns like turnover, selfservice, type of store
Available for 1 countries
100K records
5 years of historical data
100% Retail Sore Profile
Starts at
$10,000 / purchase
Free sample preview
Free sample available
Start icon5.0(17)

Location Data | Global Store Location Data on 11M+ POI | SafeGraph Places

Business location data on global points of interest (POI), such as store, brand, address, location, lat ... SafeGraph Places provides business location data for every location in the SafeGraph product suite via
Available for 182 countries
11M POI (Points of Interest)
2 years of historical data
Starts at
$179 / purchase
Free sample available
Start icon5.0(1)

In-store density distribution heat maps dataset by PREDIK Data-Driven

foot traffic data and footfall insights, businesses can create in-store heatmaps to see how many consumers ... Intra-store analytics measure in real-time to improve decision making, even in on-the-go situations.
Available for 49 countries
10M records
4 years of historical data
95% horizontal_accuracy
Pricing available upon request
Free sample available
Start icon5.0(1)

aKQired Ecommerce Database - Shopify Stores, Retail Database [Owners, Emails, Phone]

by aKQired
We offer worldwide shopify/ecom retail shops data with Data Fields below: Store Name Website Contact ... Name Job Title Email Street Address City State Country Zip Phone Number and more data
Available for 249 countries
1K Contacts/Day
5 years of historical data
100% Qualified
Starts at
$550$495 / 1000 Contacts
10% Datarade discount
Free sample available
revenue share
Start icon4.9(3)

Luz Store - Revenue Figures for Online Stores - Ecommerce Data (USA, Canada, EU-5)

by Luz
for data-driven teams working in eCommerce. ... Luz specializes in the collecting and processing of unstructured eCommerce website data, providing your
Available for 7 countries
9 months of historical data
Pricing available upon request
Free sample available

Xtract.io - Point-of-interest (POI Data) | All Shopping and Retail Stores in US and Canada

by Xtract
Point-of-interest or POI data, i.e., the exact location of the building, store, or a specific place has ... the boundaries (or geofences) of the location for better accuracy deliver POI and polygon data in
Available for 2 countries
1.05M Locations
12 months of historical data
96% Accuracy
Starts at
$2,450 / month
Free sample preview
Free sample available
Start icon3.8(1)

Olvin | Store Visitor Data | Retail Consumer Dataset Including Cross-Shopping

by Olvin
Ground truth validated: Our store visits data is trained and validated against in-store foot traffic ... Get in touch with our data experts to see how you can start using Olvin data today.
Available for 1 countries
1M Retail Store Locations
4 years of historical data
Starts at
$0.50 / record
Free sample preview

Tamoco Store Visits USA | visitation data to brands and Point-of-Interests

by Tamoco
We go further than just a data point in a POI. ... Combining these two we build precise, accurate, and high scale store visitation data.
Available for 1 countries
200M smartphones
2 years of historical data
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
10% Datarade discount
Free sample available

More In-store Data Products

Discover related in-store data products.
1M Retail Store Locations
USA covered
4 years of historical data
Process and analyze consumer profile data on over 1 million retail locations across the US. Each row contains a monthly profile of a store's visitors includi...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
5 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
700K Retail Store Locations
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Process and analyze store visits data on over 700k retail locations across the US. Each row contains a week's worth of data broken down into weekly, daily an...
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Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
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Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
4 Million Leads
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Buy eCommerce Leads from Our Millions of eCommerce Leads Database Worldwide at Reasonable Price.
11M POI (Points of Interest)
182 countries covered
2 years of historical data
Business location data on global points of interest (POI), such as store, brand, address, location, lat/log, open-hours, and NAICS category. This high-qualit...
249 countries covered
Quadrant’s POI Data-as-a-Service provides geospatial applications a contextual layer of comprehensive and actionable information on landmarks, key features, ...
1K Contacts/Day
100% Qualified
249 countries covered
Our Worldwide Shopify/Retail Database consists of the most lucrative business database. If you are looking to connect with Shopify/Ecom users from any locati...
182 countries covered
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Footfall, Economic and Real Estate potential of any location worldwide - combined in a single index with historical series.
4.2K Records
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Get The Complete And Updated List Of All Apparel & Accessories Stores With Dataset For Instant Download.
1M Retail Store Locations
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4 years of historical data
Process and analyze consumer profile data on over 1 million retail locations across the US. Each row contains a monthly profile of a store's visitors includi...
8M apps
249 countries covered
3 months of historical data
Detailed mobile application data. This dataset contains what is publicly available on the various app stores but not usage information.
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
700K Retail Store Locations
77% 3-month daily correlation
USA covered
Process and analyze store visits data on over 700k retail locations across the US. Each row contains a week's worth of data broken down into weekly, daily an...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
datarade.ai - SafeGraph profile banner
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
datarade.ai - Snapbizz profile banner
Snapbizz
Based in India
Snapbizz
Retail Innovation, Mobile Based disruptive business model, Cloud connected, Consumer goods industry, Android Based technology, Digital Visibility, Real time ...
90K+
Basket captured per day
0.7M
Consumer info
150B
Transaction value per month
datarade.ai - Predik Data-driven profile banner
Predik Data-driven
Based in USA
Predik Data-driven
We are experts in the collection, extraction, management and analysis of large volumes of all types of data, from alternative and complex sources to traditio...
Data
Updated & consistent
Expertise
Latam, US, Asia Markets
Quality
Strict & precise controls
Wiser Solutions
Based in USA
Wiser Solutions
Wiser Solutions is a data provider offering Pricing Data and In-store Data. They are headquartered in United States of America.
Premise
Based in USA
Premise
Premise is a data and analytics platform that empowers decision makers with real-time, actionable intelligence. By combining the power of a global network of...
datarade.ai - ModFx Labs profile banner
ModFx Labs
Based in India
ModFx Labs
We offer raw location data for Mexico, South America, APAC & Middle-East. This data is captured from GPS mobile devices by various SDKs & Apps.
CCPA
Compliant
100M
DAUs
96
Countries

The Ultimate Guide to In-store Data 2023

Learn about in-store data analytics, sources, and collection.

What is In-Store Data?

In the simplest terms, in-store data tells you about what happens in-store. This can range from consumer footfall to optimizing inventory use, for example by highlighting where you have a surplus and could apply a promotion. These data-driven insights give business owners a clear look into their company and point out key areas that could be improved to generate greater profits.
Aside from administrative data, in-store data also tells you about the customers who visit your store. It can break down their behaviors and purchasing habits which allows you to better streamline your efforts to ensure they return results.

How is In-Store Data collected?

In-store data is collected byusing different types of data collection.
Location and footfall data is used to measure the number of customers who visit the store over a given period. This can highlight when peak and slack periods of businesses are and can be used to allocate staffing schedules accordingly.
Purchase data is collected whenever a customer makes a purchase. This records the cost and what was bought to highlight products which sell more or less well and how much revenue they generate.
Inventory data is compiled by recording what products are available at what times. Businesses use this information to pick and choose when to apply promotions or begin marketing campaigns to sell excess stock.
This is all analyzed and compiled into one big in-store dataset.

What are the attributes of In-Store Data?

Because there are so many sub-categories of data that is related to in-store data it is hard to define what information will typically make up an in-store dataset. It is therefore important to check that your chosen data provider’s data suits your personal needs.
An in-store dataset can provide foot traffic information, such as how many visitors came over a specific period and how long they stayed. This can be combined with purchase data to show how much revenue was generated from these visits and whether there is a discrepancy between visitors and number of sales mdade.
Inventory information will give you detailed insights into stock numbers which is used to highlight which products a promotion could be added to.

What is In-Store Data used for?

There are many different uses of in-store data, but essentially it all comes down to optimizing the efficiency of your store and driving up profit margins.
Businesses use in-store data to break down the running of their store. Foot traffic information can highlight when a store is at its most and least busy which means you can tailor staffing schedules around this.
Purchase data and analytics shows the volume and profits of sales that are being made. This can also give an insight in customer preferences and habits which can be used for running marketing campaigns. If you know one product is selling particularly well you can market this efficiently to encourage people to buy more.
Companies also use inventory details to highlight which products there is a surplus of so marketing campaigns can be run to sell these items and generate revenue at the same time.

How can a user assess the quality of In-Store Data?

As said above, because there is a wide range of details that makes up an in-store dataset it is important to check that your data provider’s information matches your businesses needs.
High quality in-store datasets will provide real-time intelligence and analytics about the running of your store and will cover the aspects you deem most important.
Always make sure to read the data provider’s reviews before buying to ensure that you are getting the best possible data for your personal needs.

Where can I buy In-store Data?

Data providers and vendors listed on Datarade sell In-store Data products and samples. Popular In-store Data products and datasets available on our platform are Global Point-of-Interest Data | POI, Geospatial, Sentiment (Reviews), Footfall, Business Listings & Store Location | 200 Million+ POIs Mapped by The Data Appeal Company, Online Retail Database | eCommerce Stores List 2022 | 5 Million eCommerce Stores Worldwide | 15+ eCommerce Platforms | Real-Time Verified Data by Lead for Business, and SnapBizz Database of FMCG/kirana Stores by Snapbizz.

How can I get In-store Data?

You can get In-store Data via a range of delivery methods - the right one for you depends on your use case. For example, historical In-store 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 In-store Data APIs, feeds and streams to download the most up-to-date intelligence.

What are similar data types to In-store Data?

In-store Data is similar to Consumer Review Data, Product Data, Ecommerce Data, Shopper Data, and Brand Data. These data categories are commonly used for Store Visit Attribution and Retail Intelligence.

What are the most common use cases for In-store Data?

The top use cases for In-store Data are Store Visit Attribution, Retail Intelligence, and Shelf Analytics.