In plants, virus-induced gene silencing (VIGS) is a popular tool for functional genomic studies or rapidly assessing individual gene functions. However, molecular details regarding plant responses to viral vectors remain elusive, which may complicate experimental designs and data interpretation. To this end, we documented whole transcriptome changes of tomato elicited by the application of the most widely used tobacco rattle virus (TRV)-based vectors, using comprehensive genome-wide analyses. Our data illustrated multiple biological processes with functional implications, including (1) the enhanced activity of miR167 in guiding the cleavage of an auxin response factor; (2) reduced accumulation of phased secondary small interfering RNAs from two genomic loci; (3) altered expression of ~500 protein-coding transcripts; and (4) twenty long noncoding RNAs specifically responsive to TRV vectors. Importantly, we unraveled large-scale changes in mRNA alternative splicing patterns. These observations will facilitate future application of VIGS vectors for functional studies benefiting the plant research community and help deepen the understanding of plant-virus interactions.