under one's nose
under one's nose or under the nose of {adv. phr.}, {informal}
In sight of; in an easily seen or noticeable place.
The thief walked out of the museum with the painting, right under the nose of the guards.
When Jim gave up trying to find a pen, he saw three right under his nose on the desk.
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Source: A Dictionary of American Idioms