Probiotics experience

I started capsule probiotics about a week ago and since then I have had mild lower abdominal cramping everyday almost like period cramps, gas and nausea. I am definitely not pregnant. I'm pretty sure it's the probiotics. Anyone else experience this when starting probiotics? I had no other stomach issues before this only started taking these because of the health benefits.