SQL patterns I use to catch transaction fraud

(analytics.fixelsmith.com)

33 points | by redbell 5 hours ago

2 comments

  • crmd 2 minutes ago

    < Drawback: this doesn’t work until you have history. New accounts have no baseline.

    This is an underrated CX factor: If my card gets denied when i’m a new customer or exhibiting a new pattern, i’m impressed with their software.

    However if they deny a transaction where there is any previous history of me authenticating, then I’m frustrated by their naive paranoid algorithm.

    • jstanley 8 minutes ago

      > Real cardholders almost never buy something for exactly $1.00. Coffee is $4.73, gas is $52.81. The roundness is the signal.

      Surely this depends on how the vendor sets their prices? If you're going to buy something from a website to test a stolen credit card you don't just get to make up your own prices.

      And I think you may be over-indexing on the US "prices don't include tax" thing. Elsewhere, round-number prices are extremely common.