Commented By: Maruti Hattarkal
If the site is anonymous and its in any site zone like internet, Local Intarnet, Trusted site, select that one . Under internet option -> Security -> Select the site zone where site exist. make sure.
Select the Custom Level.
Under User authentication, select Anonymous access. This will definately work and will not ask for authentication prompt