In the current environment, retail store sales are basically nonexistent, which means that brands are being forced to rely on Ecomm. To that end, we have been helping our clients use geospatial data to find MSAs and Zip Codes where their Ecomm is weaker than it should be. We do this by comparing our client’s Ecomm sales (where they are successful) to the presence of their competitor’s physical locations (where they should be successful). The scatter below shows a client under-performing in Midwestern markets.