I ran into the same problem in june/july. I added the "since"
parameter to solve the problem.

Example: 
http://search.twitter.com/search.atom?lang=en&q=thanksgiving&since=2010-11-24

Make sure the since parameter is not more then 5/6 days back in the past.

Cheers

P.S.: On the new API-Documentation
http://dev.twitter.com/doc/get/search this parameter is now named
"until" but didn't work. Maybe that's an error in the documentation.
See the old API-Doc
http://apiwiki.twitter.com/w/page/22554756/Twitter-Search-API-Method:-search
this parameter is named "since".

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