Yes, it can be correct!
"draw interest"
to appear interesting and get (someone's) attention.
"This kind of event isn't likely to draw a lot of interest."
2015年9月24日
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*To use it in a sentence
2015年9月24日
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to use it in your sentence it needs to be conjugated :
The play drew my interest.
He draws my interest.