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Sweep somebody off their feet
Romantic Context
The phrase is often used when describing a romantic encounter or experience. 
Figurative Use
The phrase doesn't mean literally lifting someone; it's about emotional impact. 
Strong Impact
Use this phrase to express a very strong and usually positive impression. 