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All answers having "Well I'll be!" as clue:

3 Character Answers:

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GEE

HUH



4 Character Answers:

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GOSH



5 Character Answers:

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GOLLY



6 Character Answers:

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BLIMEY



8 Character Answers:

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HOLYMOLY