The website appeared to be back up and running as of 11 a.m. ET. "When sites go down, it's quite disastrous," said Sucharita Mulpuru, a retail analyst at research firm Forrester.

Lowe's responded to one customer and said that the website was down due to maintenance and would be back up soon. The company also apologized for the inconvenience of the website outage.