diff --git a/Dockerfile b/Dockerfile
index 5591805..9fe54c9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,7 +11,7 @@ RUN godep restore
 
 # Add and install cayley
 ADD . .
-RUN go install -v github.com/google/cayley
+RUN go install -v github.com/google/cayley/cmd/cayley
 
 # Expose the port and volume for configuration and data persistence. If you're
 # using a backend like bolt, make sure the file is saved to this directory.