The UK Gambling Commission is introducing new regulatory measures to address gambling harm. These include affordability checks for online gambling that rely on data sharing across operators. In this article, the author tracked how affordability checks have come about in British gambling regulations. The author then outlined the likely downsides of these measures. This article shows the need for a wider conversation about affordability checks and data sharing, which could be exploited for commercial profit making.