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Pull the wool over somebody’s eyes
Metaphorical Origin
Imagine someone putting wool over your eyes so you can't see. It symbolizes being tricked or misled. 
Non-literal Phrase
The phrase is figurative and should not be taken literally. It means to be tricked, not actually covered with wool. 
Conversational Tone
Used in an informal context, often in conversation, not in formal writing or speeches. 