Herc,
I doubt you're doing anything wrong.
When you search, everything on the page is read, including the ads. If the search word or phrase you entered is found, it shows-up in the results.
Try using the advanced search facility - I find searching on titles only, rather than the default Entire Posts, cuts down on a lot of the chaff.