PRE-TRADE ANALYST
Mark Identification

PRE-TRADE ANALYST

Serial Number

77470841

Filing Date

May 9, 2008

Registration Date

Feb 17, 2009

Trademark by

QUANTITATIVE SERVICES GROUP LLC

Classification Information

Financial services, namely, analyzing securities trade transaction costs

Insurance and Financial