Woocommerce doesn't support Multi-site, only on the version 2.2 that is still to come. Although, it works on MU intalations with some drawbacks.
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Renato Alves on "[Plugin: WordPress MU Domain Mapping] Domain mapping, ssl and woocommerce issues"
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