The most confusing charges in America

We analyzed 192,911 real billing descriptors — the lines of text that appear on consumer statements. Nearly a third can't be traced to the business behind them. Almost half don't fit the card networks' own character standard. And the worst offenders aren't obscure merchants — they're household names.

What's inside

• The 10 most confusing charges in America, ranked by descriptor noise score
• Why 31.5% of statement lines resolve to no identifiable business at all
• How 46% of descriptors arrive longer than the networks' own standard allows
• The five ways a legitimate charge becomes unreadable, with real examples
• Full methodology — and what it means for issuers, acquirers, and merchants