A chemical pregnancy is a pregnancy that has been detected (thus chemical) but fails to develop. These pregnancy's generally are very early (prior to 6 weeks) losses.

So, it may or may not have been a pregnancy but as the other women have said you go with how you feel.

Big hugs...