In order to find the scope of the problem, industry analysts, Andrew Shotland and Greg Sterling, looked at local listings from more than 40,000 business listings. The data is from companies using location information software from Yext. The full impact of their findings is published in the Yext Quarterly, but the Cost of Bad Location Data infographic summarizes both the problem and the dollars being lost.