How do you eliminate negative "Searches Related To This" on Google?

[JChronicle]

I have a client who when you type in their company name in Google there are some negative terms in the space that says "Searches related to this" ... Is there any way to eliminate these?  We are not sure why it is showing up since it has nothing to do with their company but it does look bad...

[Adam.Whittles]

Google autocomplete and the 'searches related to' field can be manipulated, however it is against Google's TOS to do so. Rishi Lakhani wrote a very interesting article on the subject over a year ago now. In it he shows how he managed to manipulate these results.

Hope that helps.