This paper proposes an efficient Strong Designated Multi-Verifier Signature (SDMVS) scheme for facilitating the privacy-preserving group-oriented electronic commerce applications. A Designated Verifier Signature (DVS) scheme can support online transactions that must simultaneously guarantee the property of confidentiality and authenticity since the generated signature can only be authenticated by a designated verifier. In this study, we combine the concept of DVS and multi-recipients to propose an SDMVS scheme. In particular, our mechanism further enables a group of intended recipients to examine the signature validity. All members of the designated verifier group must cooperate in carrying out the signature verification procedure. Besides, the property of non-transferability provides the designated verifier group with the ability to create another legitimate transcript that is hard to be differentiated from the original signature. The analysis results of security proof and efficiency show that the construction of our system fulfills essential security requirements, and the expansion of group size will not influence the computational costs of each party.