Christopher Legilisho, an economist at Standard Bank, said the anti-tax demos experienced during the month did enough to restrain output and new business because customers delayed spending decisions amid uncertainty.
Output and new orders recorded strong gains in May as firms reported increased consumer demand.
Most of those affected are in the Cement, Steel and Paper industries which are directly hit by the export promotion levy.