differentiation of 交女朋友 vs 找女朋友
As a native speaker, I think in this case 交 and 找 is absolutely the same in this situation. :)

If you find it on dictionary, It may turns out that the verb 找 looks like more active than 交, but I am quite sure that in daily conversion or formal writing they have the same meaning in this phrase.