Unfortunately, not all sales are created equal. Some are private sales for which you may need to be a member to take advantage of the reduced rate. In regard to clothing sales, if you are shopping online or off, you can find companies that have private sales based on membership or clubs.
Do you belong to any shopping clubs that provide private sales events for the members?