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I had this same issue and spent the past 90 minutes trying to figure out what went wrong. Can you please update your Simple Search documentation page to include this known issue.
http://ellislab.com/expressionengine/user-guide/modules/search/simple.html
It would have saved me a great deal of time and frustration. Thank you.