We crawled 9,181 SEC-registered adviser websites: 6.9% show testimonials, 2.9% block AI bots, 67.7% link Form CRS. Platforms, data by AUM and state.

The median US public company spends 1.54% of revenue on advertising. Ad to sales ratios for 30 industries and small firms, computed from SEC and IRS data.