I tend to use wiki's "visa requirements for ___ citizen" page, for it seems to be updated more often. Even when it's not updated there are links to...useless and inconsequential official government websites.

I also visit this page.

Ultimately, if the country is one where I can get a visa on arrival, I try to have double the amount of cash -- always new, crisp bills -- just in case.