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I don't think there's a reason to use TCP for this unless you want to check for TCP connectivity specifically.

Just do a DNS lookup against a list of well-known public DNS servers.

One reason not to do DNS exclusively is that many networks allow DNS requests (and intercept them) but block HTTP requests.

BTW, there're parts of DNS over TCP.