Targeted gene regulation on a genome-wide scale is a powerful strategy for interrogating, perturbing, and engineering cellular systems. Here, we develop a method for controlling gene expression based on Cas9, an RNA-guided DNA endonuclease from a type II CRISPR system. We show that a catalytically dead Cas9 lacking endonuclease activity, when coexpressed with a guide RNA, generates a DNA recognition complex that can specifically interfere with transcriptional elongation, RNA polymerase binding, or transcription factor binding. This system, which we call CRISPR interference (CRISPRi), can efficiently repress expression of targeted genes in Escherichia coli, with no detectable off-target effects. CRISPRi can be used to repress multiple target genes simultaneously, and its effects are reversible. We also show evidence that the system can be adapted for gene repression in mammalian cells. This RNA-guided DNA recognition platform provides a simple approach for selectively perturbing gene expression on a genome-wide scale. Display omitted ► Inactive CRISPR associated 9 protein (dCas9) is repurposed for genome engineering ► dCas9 and a complementary short guide RNA can target specific genomic sites ► CRISPR interference (CRISPRi) can regulate multiple genes without off-target effects ► CRISPRi is compact and can be ported to bacterial and mammalian cells The authors have developed a CRISPR interference system in which a catalytically dead Cas9 protein can be targeted to a specific genomic site through a complementary small guide RNA, allowing systematic perturbation of gene transcription in bacteria and mammalian cells.