When AI Assistant Share Links Become Public Exposure
Varonis, Wednesday, July 29th, 2026
Varonis finds AI assistant share links behave more publicly than the private hand-off users assume.
Every major AI assistant includes a share button, and the mental model users hold is a private hand-off, like a link pasted to a colleague. Varonis examines what the web actually does with those links, including indexing and the absence of access control on many of them.
The gap between the user's assumption and the technical reality produces genuine data exposure at scale, since shared conversations frequently contain business content.
The post covers what has been found and how organizations can assess their own exposure. It is aimed at data security teams whose users have adopted assistants faster than policy.