Location Data Analysis


Location Analysis helps businesses make decisions about the perfect location to expand. Read more on our location data reports based on store data and events.

GoodRx and Blink Health – Store Location Analysis

GoodRx and Blink Health – Store Location Analysis

Prescription drugs in the US have been rising at a fast rate. GoodRx and Blink Health are programs that offer multiple ways to save on your prescription drugs. Learn more about the services and the locations available in this store report.

McDonald’s Closures in Walmart Stores – Location Analysis

McDonald’s Closures in Walmart Stores – Location Analysis

McDonald’s has been closing down stores over the years in the largest US retailer’s stores. At its peak, there were around 1,000 locations. We looked into the McDonald’s stores that closed during April 2021. There were a total of 246 McDonald’s closures of which 227 stores were located within Walmart stores.

America’s Favorite Coffee Chains – Starbucks and Dunkin’

America’s Favorite Coffee Chains – Starbucks and Dunkin’

We created a comparative analysis of the two largest coffee chains in the US. Several factors such as annual revenue, store locations, demographics, and search trends were taken into consideration.

The Largest Grocery Chains in the US – Location Analysis

The Largest Grocery Chains in the US – Location Analysis

There are more than 18k grocery chains in US. Walmart (4,676) is the largest grocery chain in the US. California has most grocery stores (16.6K).

Largest Hotel Chains in the US – Location Analysis

Largest Hotel Chains in the US – Location Analysis

There are 21,997 hotels in the US. Texas (2.4K) is the state with the most number of hotels. The largest hotel chain is Wyndham with 6,367 locations.

Top Supermarket Chains in the UK – Location Analysis

Top Supermarket Chains in the UK – Location Analysis

We analyzed a total of 12,704 supermarkets from 8 chains in the UK. Co-operative Food is the largest supermarket chain with 3,819 locations. 7.5% of supermarkets are located in London.

Largest Auto Parts Stores in the US – Location Analysis

Largest Auto Parts Stores in the US – Location Analysis

There are more than 24,977 Auto Parts stores in the US. AutoZone is the largest Auto Parts store with 5,314 stores. Texas (2.1K) is the state with the most number of Auto Parts stores

Largest Home Improvement Stores in the US

Largest Home Improvement Stores in the US

There are more than 17,000 home improvement stores in the US. Ace Hardware is the largest home improvement store chain. California (1.2K) has the highest number of stores.

Apparel and Accessory Closures in US – Store Closure Report

Apparel and Accessory Closures in US – Store Closure Report

ScrapeHero Data Store monitors the location data of 53 apparel brands in the USA. There have been a total of 351 apparel and accessory closures in the US during August 2020. Read more on the report.

Grocery and Supermarket Closures in Aug 2020 – Store Closure Report

Grocery and Supermarket Closures in Aug 2020 – Store Closure Report

ScrapeHero Data Store has the location data of 89 grocery and supermarket chains based in the USA. From the store data we found that 17 grocery and supermarket chains had store closures in Aug 2020. Read more on the report.

Grocery Chains Offering Curbside Pickup in the US

Grocery Chains Offering Curbside Pickup in the US

Walmart (4590) has the largest number of stores offering curbside pickup. Whole Foods (160) and Food Lion(159) have lowest number of curbside pickup stores.

Real Estate Data – Quality and Challenges

Real Estate Data – Quality and Challenges

Real Estate data available online is rife with quality issues and lack of inconsistency. In this post we will demonstrate some of the issues with examples and describe some of the challenges associated with real estate data management – collecting, cleaning, and standardizing real estate data. We will be focusing on the United States market […]

Turn the Internet into meaningful, structured and usable data