diff --git a/distribution/pull.go b/distribution/pull.go
index d54acff4f3e68b180aa16cc9934ea1c2900377ee..dad93b656d65e665e4748964638a93a402a7b5f7 100644
--- a/distribution/pull.go
+++ b/distribution/pull.go
@@ -4,6 +4,7 @@ import (
 	"fmt"
 
 	"github.com/Sirupsen/logrus"
+	"github.com/docker/distribution/digest"
 	"github.com/docker/docker/api"
 	"github.com/docker/docker/distribution/metadata"
 	"github.com/docker/docker/distribution/xfer"
@@ -203,3 +204,22 @@ func ValidateRepoName(name string) error {
 	}
 	return nil
 }
+
+func addDigestReference(store reference.Store, ref reference.Named, dgst digest.Digest, imageID image.ID) error {
+	dgstRef, err := reference.WithDigest(ref, dgst)
+	if err != nil {
+		return err
+	}
+
+	if oldTagImageID, err := store.Get(dgstRef); err == nil {
+		if oldTagImageID != imageID {
+			// Updating digests not supported by reference store
+			logrus.Errorf("Image ID for digest %s changed from %s to %s, cannot update", dgst.String(), oldTagImageID, imageID)
+		}
+		return nil
+	} else if err != reference.ErrDoesNotExist {
+		return err
+	}
+
+	return store.AddDigest(dgstRef, imageID, true)
+}
diff --git a/distribution/pull_v2.go b/distribution/pull_v2.go
index 607300a316de956c0848cf2abd163162863253bc..c78e221f043d938313beed16da867dc77386b2bf 100644
--- a/distribution/pull_v2.go
+++ b/distribution/pull_v2.go
@@ -393,7 +393,7 @@ func (p *v2Puller) pullV2Tag(ctx context.Context, ref reference.Named) (tagUpdat
 	oldTagImageID, err := p.config.ReferenceStore.Get(ref)
 	if err == nil {
 		if oldTagImageID == imageID {
-			return false, nil
+			return false, addDigestReference(p.config.ReferenceStore, ref, manifestDigest, imageID)
 		}
 	} else if err != reference.ErrDoesNotExist {
 		return false, err
@@ -403,10 +403,14 @@ func (p *v2Puller) pullV2Tag(ctx context.Context, ref reference.Named) (tagUpdat
 		if err = p.config.ReferenceStore.AddDigest(canonical, imageID, true); err != nil {
 			return false, err
 		}
-	} else if err = p.config.ReferenceStore.AddTag(ref, imageID, true); err != nil {
-		return false, err
+	} else {
+		if err = addDigestReference(p.config.ReferenceStore, ref, manifestDigest, imageID); err != nil {
+			return false, err
+		}
+		if err = p.config.ReferenceStore.AddTag(ref, imageID, true); err != nil {
+			return false, err
+		}
 	}
-
 	return true, nil
 }
 
diff --git a/distribution/push_v2.go b/distribution/push_v2.go
index 0bb0a1de30494b46a241e3c5aec2ad24289cc244..7d331f43d27081fe7e17a5f23f82dd84a8443121 100644
--- a/distribution/push_v2.go
+++ b/distribution/push_v2.go
@@ -200,6 +200,11 @@ func (p *v2Pusher) pushV2Tag(ctx context.Context, ref reference.NamedTagged, ima
 
 	manifestDigest := digest.FromBytes(canonicalManifest)
 	progress.Messagef(p.config.ProgressOutput, "", "%s: digest: %s size: %d", ref.Tag(), manifestDigest, len(canonicalManifest))
+
+	if err := addDigestReference(p.config.ReferenceStore, ref, manifestDigest, imageID); err != nil {
+		return err
+	}
+
 	// Signal digest to the trust client so it can sign the
 	// push, if appropriate.
 	progress.Aux(p.config.ProgressOutput, PushResult{Tag: ref.Tag(), Digest: manifestDigest, Size: len(canonicalManifest)})
diff --git a/integration-cli/docker_cli_push_test.go b/integration-cli/docker_cli_push_test.go
index dd3a0572a1d19def23a7c897f9c54085418b1133..d30770b2fea4fa8e36856e046b516030c9d967c2 100644
--- a/integration-cli/docker_cli_push_test.go
+++ b/integration-cli/docker_cli_push_test.go
@@ -287,7 +287,7 @@ func (s *DockerTrustSuite) TestTrustedPush(c *check.C) {
 	s.trustedCmd(pullCmd)
 	out, _, err = runCommandWithOutput(pullCmd)
 	c.Assert(err, check.IsNil, check.Commentf(out))
-	c.Assert(string(out), checker.Contains, "Status: Downloaded", check.Commentf(out))
+	c.Assert(string(out), checker.Contains, "Status: Image is up to date", check.Commentf(out))
 
 	// Assert that we rotated the snapshot key to the server by checking our local keystore
 	contents, err := ioutil.ReadDir(filepath.Join(cliconfig.ConfigDir(), "trust/private/tuf_keys", privateRegistryURL, "dockerclitrusted/pushtest"))
@@ -312,7 +312,7 @@ func (s *DockerTrustSuite) TestTrustedPushWithEnvPasswords(c *check.C) {
 	s.trustedCmd(pullCmd)
 	out, _, err = runCommandWithOutput(pullCmd)
 	c.Assert(err, check.IsNil, check.Commentf(out))
-	c.Assert(string(out), checker.Contains, "Status: Downloaded", check.Commentf(out))
+	c.Assert(string(out), checker.Contains, "Status: Image is up to date", check.Commentf(out))
 }
 
 func (s *DockerTrustSuite) TestTrustedPushWithFailingServer(c *check.C) {
@@ -358,7 +358,7 @@ func (s *DockerTrustSuite) TestTrustedPushWithExistingTag(c *check.C) {
 	s.trustedCmd(pullCmd)
 	out, _, err = runCommandWithOutput(pullCmd)
 	c.Assert(err, check.IsNil, check.Commentf(out))
-	c.Assert(string(out), checker.Contains, "Status: Downloaded", check.Commentf(out))
+	c.Assert(string(out), checker.Contains, "Status: Image is up to date", check.Commentf(out))
 }
 
 func (s *DockerTrustSuite) TestTrustedPushWithExistingSignedTag(c *check.C) {
@@ -492,7 +492,7 @@ func (s *DockerTrustSuite) TestTrustedPushWithReleasesDelegationOnly(c *check.C)
 	s.trustedCmd(pullCmd)
 	out, _, err = runCommandWithOutput(pullCmd)
 	c.Assert(err, check.IsNil, check.Commentf(out))
-	c.Assert(string(out), checker.Contains, "Status: Downloaded", check.Commentf(out))
+	c.Assert(string(out), checker.Contains, "Status: Image is up to date", check.Commentf(out))
 }
 
 func (s *DockerTrustSuite) TestTrustedPushSignsAllFirstLevelRolesWeHaveKeysFor(c *check.C) {