What Should Traders Know About the Difference Between a Broker's Advertised and Typical Trading Costs?

The lowest advertised cost may not reflect the conditions experienced throughout a normal trading day. How would you investigate typical costs for your instrument and holding period? What disclosures would help customers make a more accurate comparison between providers?