In some instances, the intent of all or a portion of the voice input remains ambiguous to the VAS 160 after processing. In such scenarios, the remote computing devices 106a associated with the VAS 160 may perform a search to further clarify the ambiguous portion(s) and/or may send a request to the MPS 100 to supply additional information. Should the VAS 160 conduct a search, the information used to conduct the search may be limited to the text of the voice input. For example, when processing the voice input “Play the latest album from John Legend” (Example No. 20 of FIG. 8B), the remote computing devices 106a of the VAS 160 may populate the artist field with “John Legend” but conduct a search to resolve which John Legend album is the “l(fā)atest album.” The remote computing devices 106a will then populate the album field with the results of the search (i.e., John Legend's latest album, “Darkness and Light”). In some embodiments, a predefined descriptor may be updated to reduce response time for similar future queries. For instance, for the foregoing example, the payload may be tagged with a “l(fā)atest” descriptor, as shown at Example 20 of FIG. 8B.