Turing realizes that some words might be in most messages and runs off to the hut to look for the decrypted message they somehow got their hands on (the same one he brought to Joan's room at night earlier in the film). Then they check it for words that might likely appear in every message.
But that is the plot hole. You raised this question yourself, I think: what was the bombe doing
before the "aha" scene? The bombe couldn't possibly know it had the right key unless it had something specific to look for. It did that from day one, not just after Turing met Helen in the bar. Incidentally, it is completely unbelievable that Helen would confide to a total stranger what she did in her job; she would have been fired, or worse.
I have my doubts that the Germans really used to close their messages with HEIL HITLER
It probably wasn't widespread, but I don't doubt that it happened with certain people who felt the need to stroke the fuhrer (not that Adolf would ever see the messages). If the allies found a German operator who used that closing all the time, it would have been a great crib.
If Helen was intercepting encrypted messages, then there's no way the first letters could always have been the same, at least not for different days.
You need to understand the format and content of an actual intercept. It begins with plaintext stuff, like the station id, message length, message part number, and KEY. The key is made up by the German Enigma operator, and he could use "CIL" every day for every message if he had a mind to, although that would have been against procedures. Operators were supposed to use random letters, but being human they didn't do that all the time. They might use "QWE" or "QAY" (adjacent letters on the Enigma keyboard). When they did this, the codebreakers called them "cillies" or "sillies", silly mistakes that Germans made that made the codebreakers job easier. These letters were transmitted as plaintext, so Helen might see "CIL" every day in the preamble of messages she received.
So did Helen intercept a radio tower that broadcast cleartext? If yes, what's CILLY supposed to mean? It is not a German word, and no common German name as well. It's also highly doubtable that a German soldier in WWII would abbreviate something using the suffix -LY, which is very uncommon in German.
The first part of every message
was cleartext, and the key wouldn't have been CILLY, but it might have been CIL. And that might have been part of a girlfriend's name.
If you want to understand more about Enigma messages and the bombe operations, I would recommend David Kahn's book "Seizing the Enigma". It is one of many great books on the subject.
Here is a link that describes how the operator set the message key, and it shows the format of an Enigma message, with the preamble (line starting with 1230) and the encrypted text.
http://users.telenet.be/d.rijmenants/en/enigmaproc.htm
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