My understanding is you have access to total monthly credit usage vs. credit availability, not what I'm spending money on. I would think there's information to be gleaned from whether the distribution of spending across categories looks like a deliberate household budget, whether purchases include luxury items, etc. that would let you spot people likely to bury themselves in credit card debt before they actually do so. Just as people's social networks might tell you about their attitudes towards money when influenced by friends.