If you "fall headlong/headfirst in love" then it means you fall utterly, completely and hopelessly in love with someone. We also say "to fall head over heels in love". Sometimes, we don't bother to finish the phrase because most people know what it means.
"I met a guy last week. He's great. I've fallen head over heels!"
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