In fact, The Statistics Portal ranks Menards as number two of leading home improvement store chains in the United States in 2017, by customer satisfaction (based on a 1,000 point scale).

For retailers, these tools provide a valuable new stream of consumer data to analyze, said Anastasiya Ghosh at the University ...