If a girl starts giggling when she makes eye contact with a guy, reliable indicator of attraction?

If I smile at a random girl, she'll usually smile back, probably just being polite. But girls I've known, when I give eye contact and smile, have smiled back and started giggling. Is the giggling a reliable sign of attraction?
If a girl starts giggling when she makes eye contact with a guy, reliable indicator of attraction?
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