diff --git a/ci/pipeline.yml b/ci/pipeline.yml
index 9defee75..02e3e349 100644
--- a/ci/pipeline.yml
+++ b/ci/pipeline.yml
@@ -138,6 +138,7 @@ jobs:
       params:
         BBL_GCP_SERVICE_ACCOUNT_KEY: ((gcp_json_key))
         BBL_GCP_REGION: *bbl_gcp_region
+        BBL_GCP_LABELS: pipeline=bosh-deployment
     - task: test-gcp
       file: bosh-deployment/ci/tasks/test-gcp.yml
       input_mapping:
@@ -218,6 +219,7 @@ jobs:
       params:
         BBL_GCP_SERVICE_ACCOUNT_KEY: ((gcp_json_key))
         BBL_GCP_REGION: *bbl_gcp_region
+        BBL_GCP_LABELS: pipeline=bosh-deployment
         DIRECTOR_OPS_FILES: "gcp/use-resolute.yml misc/use-compiled-resolute-releases.yml"
     - task: test-gcp
       file: bosh-deployment/ci/tasks/test-gcp.yml
diff --git a/ci/tasks/bbl-up-bosh-gcp.yml b/ci/tasks/bbl-up-bosh-gcp.yml
index 0ce069c8..46ca051a 100644
--- a/ci/tasks/bbl-up-bosh-gcp.yml
+++ b/ci/tasks/bbl-up-bosh-gcp.yml
@@ -17,6 +17,7 @@ params:
   BBL_IAAS: gcp
   BBL_GCP_REGION: replace-me
   DIRECTOR_OPS_FILES: "" # Space-separated, repo-relative ops files applied to the director
+  BBL_GCP_LABELS: "" # Comma-separated key=value GCP resource labels applied by bbl
 
 run:
   path: bosh-deployment/ci/tasks/bbl-up-bosh-gcp.sh
diff --git a/ci/tasks/test-gcp.sh b/ci/tasks/test-gcp.sh
index 55a2c278..42351614 100755
--- a/ci/tasks/test-gcp.sh
+++ b/ci/tasks/test-gcp.sh
@@ -20,7 +20,9 @@ pushd "${PWD}/bbl-state"
   echo "-----> `date`: Deploy"
   bosh -n -d nats deploy "${script_dir}/../assets/nats.yml" \
     -o bosh-deployment/tests/cred-test.yml \
-    -v stemcell_os="${STEMCELL_OS}"
+    -o bosh-deployment/misc/tags.yml \
+    -v stemcell_os="${STEMCELL_OS}" \
+    -v 'deployment_tags={"pipeline":"bosh-deployment"}'
 
   echo "-----> `date`: Exercise deployment"
   bosh -n -d nats run-errand smoke-tests