Those tools use what are known as heuristics. You can't reliably detect such a thing except by the return of an X-Powered-By header that denotes php specificall

Those tools use what are known as heuristics. You can't reliably detect such a thing except by the return of an X-Powered-By header that denotes php specifically. Anything else is just guesswork.