diff --git a/data/common/common.yaml b/data/common/common.yaml
--- a/data/common/common.yaml
+++ b/data/common/common.yaml
@@ -3214,7 +3214,7 @@
 swh::deploy::counters::sentry_dsn: "https://%{lookup('swh::deploy::counters::sentry_token')}@sentry.softwareheritage.org/19"
 swh::deploy::counters::user: "%{alias('swh::deploy::base_counters::user')}"
 swh::deploy::counters::group: "%{alias('swh::deploy::base_counters::group')}"
-swh::deploy::counters::backend::listen::host: 127.0.0.1
+swh::deploy::counters::backend::listen::host: 0.0.0.0
 swh::deploy::counters::backend::listen::port: "%{alias('swh::remote_service::counters::port')}"
 swh::deploy::counters::backend::workers: 2
 swh::deploy::counters::backend::reload_mercy: 3600
diff --git a/site-modules/profile/manifests/swh/deploy/counters.pp b/site-modules/profile/manifests/swh/deploy/counters.pp
--- a/site-modules/profile/manifests/swh/deploy/counters.pp
+++ b/site-modules/profile/manifests/swh/deploy/counters.pp
@@ -10,4 +10,12 @@
   ::profile::swh::deploy::rpc_server {'counters':
     executable => 'swh.counters.api.server:make_app_from_configfile()',
   }
+
+  profile::prometheus::export_scrape_config {"swh-counters_${::fqdn}":
+    job          => 'swh-counters',
+    target       => "${::fqdn}:${swh::remote_service::counters::port}",
+    scheme       => 'http',
+    metrics_path => '/metrics',
+  }
+
 }