Google already has a large body of synonym data for general search terms, and since Custom Search lets you harness many of the search features of Google.com, you shouldn't bother replicating this functionality. Instead, focus on adding synonyms for queries specific to your website.
It's easy for you to add synonyms to your accounts; simply log into the control panel and add or delete search terms you want to trigger the synonym expansion. Or, if you have a large number of terms to add, you can create an XML file and quickly upload that to your account.
You can add up to 500 variants for each search engine. For more information you can check out the Custom Search API documentation.
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