There are many ways you can describe a compound in order to search for it within a database. Consider your options and what types of descriptions the particular database will accept. If you get zero results, try another way before moving on to another resource.
CAS Registry Number
For example, consider ethanol:
Information is from Purdue University's Chemistry Lab Resources Guide