The bot is buying it from itself. From the article: > Painting the tape is a form of market manipulation whereby market players attempt to influence the price

The bot is buying it from itself. From the article: > Painting the tape is a form of market manipulation whereby market players attempt to influence the price of a security by buying and/or selling it among themselves so as to create the appearance of substantial trading activity in the security.