Businesses have sophisticated technology to monitor online behaviour, collect information about shopping habits and websites visited, and the services consumers have looked at.
In a separate development, the Met Police said it had responded to a number of incidents of anti-social behaviour in the Oxford Street shopping area and that some arrests had been made.