You can usually tell by the code points within the string itself. Arabic occupies certain blocks in the Unicode code space.
It's a fairly safe bet that, if a substantial proportion of the characters exist in those blocks (such as بلدي الحوامات مليء الثعابينة
), it's Arabic text.